List of Publications

Latest articles are listed on UH Research Database.

2024

  • Rebecca Miko, Marcus Scheunemann, Volker Steuber, and Michael Schmuker. Decoding the amplitude and slope of continuous signals into spikes with a spiking point neuron model. WorkingPaper, BioRxiv, May 2024. © 2024 The Author(s). This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY), https://creativecommons.org/licenses/by/4.0/. doi:10.1101/2024.05.20.594931. [ Bibtex ]
  • N Miller, P W Lucas, Y Sun, Z Guo, W J Cooper, and C Morris. The verification of periodicity with the use of recurrent neural networks. RAS Techniques and Instruments, 3(1):224–233, April 2024. © 2024 The Author(s). Published by Oxford University Press on behalf of Royal Astronomical Society. This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY), https://creativecommons.org/licenses/by/4.0/. doi:10.1093/rasti/rzae015. [ Bibtex ]
  • Efosa Osagie, Wei Ji, and Na Helian. Medical image character recognition using attention-based siamese networks for visually similar characters with low resolution. In Kevin Daimi and Abeer Al Sadoon, editors, Proceedings of the 3rd International Conference on Innovations in Computing Research (ICR\textquoteright 24), Lecture Notes in Networks and Systems, 110–119. Netherlands, August 2024. Springer Nature. © 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG. This is the accepted manuscript version of an article which has been published in final form at https://doi.org/10.1007/978-3-031-65522-7_10; Third International Conference on Innovations in Computing Research (ICR\textquoteright 24), ICR 2024 ; Conference date: 12-08-2024 Through 14-08-2024. URL: https://iicser.org/icr24/, doi:10.1007/978-3-031-65522-7_10. [ Bibtex ]
  • Alireza Poshtkohi, John Wade, Liam McDaid, Junxiu Liu, Mark L Dallas, and Angela Bithell. Mathematical modelling of pi3k/akt pathway in microglia. Neural Computation, 36(4):1–32, February 2024. doi:10.1162/neco_a_01643. [ Bibtex ]
  • T. Schoepe, D. Drix, F. M. Schüffny, R. Miko, S. Sutton, E. Chicca, and M. Schmuker. Odour localization in neuromorphic systems. In ISCAS 2024 - IEEE International Symposium on Circuits and Systems, Proceedings - IEEE International Symposium on Circuits and Systems, 1–5. United States, July 2024. Institute of Electrical and Electronics Engineers (IEEE). © 2024 IEEE.; 2024 IEEE International Symposium on Circuits and Systems (ISCAS), ISCAS 2024 ; Conference date: 19-05-2024 Through 22-05-2024. URL: https://ieee-cas.org/event/conference/2024-ieee-international-symposium-circuits-and-systems, doi:10.1109/ISCAS58744.2024.10558186. [ Bibtex ]
  • Mohammad Tayarani. Evolutionary optimization of policy responses to covid-19 pandemic via surrogate models. Applied Soft Computing, 154:1–17, March 2024. © 2024 The Author(s). Published by Elsevier B.V. This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY), https://creativecommons.org/licenses/by/4.0/. doi:10.1016/j.asoc.2024.111359. [ Bibtex ]
  • Xinge Tong, Ian Willcock, and Yi Sun. Unravelling player's insights: a comparative analysis of topic modelling techniques on game reviews and video game developers' perspectives. IEEE Transactions on Games, pages 1–14, June 2024. © 2024 IEEE. This is an open access accepted manuscript distributed under the terms of the Creative Commons Attribution License (CC BY), https://creativecommons.org/licenses/by/4.0/. doi:10.1109/TG.2024.3411154. [ Bibtex ]

2023

  • Mubashir Ahmad, Kheng Koay, Yi Sun, Vijay Jayaram, Ganesh Arunachalam, and Farshid Amirabdollahian. Deep learning for condition detection in chest radiographs: a performance comparison of different radiograph views and handling of uncertain labels. In The Sixteenth International Conference on Advances in Computer-Human Interactions, ACHI 2023. April 2023. URL: https://www.iaria.org/conferences2023/ACHI23.html. [ Bibtex ]
  • Ibrahim AlShourbaji, Na Helian, and Yi Sun. An efficient churn prediction model using gradient boosting machine and metaheuristic optimization. Scientific Reports, September 2023. doi:10.1038/s41598-023-41093-6. [ Bibtex ]
  • Tariq Alwada'n, Abdel-Karim Al-Tamimi, Adel Hamdan Mohammad, Maher Salem, and Yar Muhammad. Dynamic congestion management system for cloud service broker. International Journal of Electrical and Computer Engineering, 13(1):872–883, February 2023. doi:10.11591/ijece.v13i1.pp872-883. [ Bibtex ]
  • Ingo Bojak, Christiane Linster, and Volker Steuber. Introduction to the proceedings of the CNS*2022 meeting. Journal of Computational Neuroscience, January 2023. doi:10.1007/s10827-022-00843-7. [ Bibtex ]
  • Stiphen Chowdhury, Na Helian, and Renato Cordeiro de Amorim. Feature weighting in DBSCAN using reverse nearest neighbours. Pattern Recognition, May 2023. doi:10.1016/j.patcog.2023.109314. [ Bibtex ]
  • Radia Rayan Chowdhury, Yar Muhammad, and Usman Adeel. Enhancing cross-subject motor imagery classification in eeg-based brain–computer interfaces by using multi-branch cnn. Sensors, September 2023. doi:10.3390/s23187908. [ Bibtex ]
  • Emil Dmitruk, Christoph Metzner, Volker Steuber, and Shabnam Kadir. High-dimensional topological analysis of BOLD sliding window correlations. Journal of Computational Neuroscience, pages P52, January 2023. doi:10.1007/s10827-022-00841-9. [ Bibtex ]
  • Frank Foerster, Marta Romeo, Patrick Holthaus, Luke Wood, Christian Dondrup, Joel E. Fischer, Farhana Ferdousi Liza, Sara Kaszuba, Julian Hough, Birthe Nesset, Daniel Hernández García, Dimosthenis Kontogiorgos, Jennifer Williams, Elif Ecem Özkan, Pepita Barnard, Gustavo Berumen, Dominic Price, Sue Cobb, Martina Wiltschko, Lucien Tisserand, Martin Porcheron, Manuel Giuliani, Gabriel Skantze, Patrick Healey, Ioannis Papaioannou, Dimitra Gkatzia, Saul Albert, Guanyu Huang, Vladislav Maraev, and Epameinondas Kapetanios. Working with troubles and failures in conversation between humans and robots: workshop report. Frontiers in Robotics and AI, 10:1–17, December 2023. URL: https://sites.google.com/view/wtfworkshop2022/overview, doi:10.3389/frobt.2023.1202306. [ Bibtex ]
  • Shuhui Gong, Xiangrui Dong, Kaiqi Wang, Bingli Lei, Zizhao Jia, Jiaxin Qin, Christopher Roadknight, Yu Liu, and Rui Cao. Agent-based modelling with geographically weighted calibration for intra-urban activities simulation using taxi gps trajectories. The International Journal of Applied Earth Observation and Geoinformation, August 2023. doi:10.1016/j.jag.2023.103368. [ Bibtex ]
  • Helmut Horacek, Epaminondas Kapetanios, Elisabeth Metais, and Farid Meziane. Editorial for vsi:nldb-saarbruecken-2021. Data & Knowledge Engineering, November 2023. doi:10.1016/j.datak.2023.102259. [ Bibtex ]
  • Ohki Katakura, Reinoud Maex, Shabnam Kadir, and Volker Steuber. Clustered stimuli and oscillations can improve pattern recognition in a detailed model of cerebellar cortex. Journal of Computational Neuroscience, pages P102, January 2023. doi:10.1007/s10827-022-00841-9. [ Bibtex ]
  • Reinoud Maex. An isotonic model of neuron swelling based on co-transport of salt and water. Membranes, February 2023. doi:10.3390/membranes13020206. [ Bibtex ]
  • Reinoud Maex. Energy optimisation predicts the capacity of ion buffering in the brain. Biological Cybernetics, 117(6):467–484, December 2023. © 2023, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature. This is the accepted manuscript version of an article which has been published in final form at https://doi.org/10.1007/s00422-023-00980-x. doi:10.1007/s00422-023-00980-x. [ Bibtex ]
  • David Mayor, Tony Steffert, George Datseris, Andrea Firth, Deepak Panday, Harikala Kandel, Duncan Banks, Peng Li, and Kun Hu. Complexity and entropy in physiological signals (CEPS): resonance breathing rate assessed using measures of fractal dimension, heart rate asymmetry and permutation entropy. Entropy, February 2023. doi:10.3390/e25020301. [ Bibtex ]
  • Rebecca Miko, Volker Steuber, and Michael Schmuker. Determinants of input amplitude and slope detection in bursting neurons. Journal of Computational Neuroscience, pages P59, January 2023. doi:10.1007/s10827-022-00841-9. [ Bibtex ]
  • Paul Moggridge, Na Helian, Yi Sun, and Mariana Lilley. On instance weighted clustering ensembles. In The 31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2023. October 2023. URL: https://www.esann.org/. [ Bibtex ]
  • Efosa Osagie, Wei Ji, and Na Helian. Burnt-in text recognition from medical imaging modalities: existing machine learning practices. Journal of Advanced Computational Intelligence and Intelligent Informatics, January 2023. [ Bibtex ]
  • Efosa Osagie, Wei Ji, and Na Helian. Ensemble learning for medical image character recognition based on enhanced lenet-5. In CIBCB 2023 - 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2023 - 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology. Institute of Electrical and Electronics Engineers (IEEE), October 2023. URL: https://ieeexplore.ieee.org/xpl/conhome/10264826/proceeding, doi:10.1109/CIBCB56990.2023.10264911. [ Bibtex ]
  • Harpreet Singh, Mohammad Tayarani, and Muhammad Yaqoob. Exploring computer science students\textquoteright perception of chatgpt in higher education: a descriptive and correlation study. Education Sciences, 13(9):1–23, September 2023. doi:10.3390/educsci13090924. [ Bibtex ]
  • Ankur Sinha, Christoph Metzner, Neil Davey, Roderick Adams, Michael Schmuker, and Volker Steuber. Homeostatic structural and synaptic plasticity both contribute to the repair of peripherally-lesioned balanced networks. Journal of Computational Neuroscience, pages P103, January 2023. doi:10.1007/s10827-022-00841-9. [ Bibtex ]
  • Mohammad Tayarani. A genetic programming-based convolutional deep learning algorithm for identifying covid-19 cases via x-ray images. Artificial Intelligence in Medicine, August 2023. doi:10.1016/j.artmed.2023.102571. [ Bibtex ]
  • Mohammad Tayarani. A probabilistic meta-heuristic optimisation algorithm for image multi-level thresholding. Genetic Programming and Evolvable Machines, December 2023. doi:10.1007/s10710-023-09460-4. [ Bibtex ]
  • Mohammad Tayarani. An evolutionary ensemble convolutional neural network for fault diagnosis problem. Expert Systems with Applications, June 2023. doi:https://doi.org/10.1016/j.eswa.2023.120678. [ Bibtex ]
  • Mohammad Tayarani. An evolutionary ensemble learning for diagnosing covid-19 via cough signals. Intelligent Medicine, 3(3):1–13, September 2023. doi:10.1016/j.imed.2023.01.001. [ Bibtex ]
  • Muhammad Yaqoob, Volker Steuber, and Borys Wróbel. Autapses enable temporal pattern recognition in spiking neural networks. BioRxiv, pages 1–14, November 2023. doi:10.1101/2023.11.16.567361. [ Bibtex ]
  • Muhammad Yaqoob, Volker Steuber, and Borys Wróbel. Spiking neural networks as finite state transducers for temporal pattern recognition. Journal of Computational Neuroscience, January 2023. doi:10.1007/s10827-022-00841-9. [ Bibtex ]
  • Shadiya Alingal Meethal, Volker Steuber, and Farshid Amirabdollahian. Analysis of EEG microstates during execution of a nine hole peg test. In The Sixteenth International Conference on Advances in Computer-Human Interactions, ACHI 2023. April 2023. URL: https://www.iaria.org/conferences2023/ACHI23.html. [ Bibtex ]

2022

  • Reda Al-batat, Anastassia Angelopoulou, Smera Premkumar, Jude Hemanth, Epameinondas Kapetanios, and Francisco J. Martinez. An end-to-end automated license plate recognition system using YOLO based vehicle and license plate detection with vehicle classification. Sensors, December 2022. doi:10.3390/s22239477. [ Bibtex ]
  • Ibrahim Al-Shourbaji, Na Helian, Yi Sun, Samah Alshathri, and Mohamed Abd Elaziz. Boosting ant colony optimization with reptile search algorithm for churn prediction. Mathematics, March 2022. doi:10.3390/math10071031. [ Bibtex ]
  • Daerefa-a Amafabia, Laurel Asimea, John Bally, Anthony Baran, Adam Boies, Amirhossein Borjali, Chloe Bosomworth, Ben Burningham, Napoleana-Anna Chaliasou, Yong Kang CHEN, Yuen Ki Cheong, Mahmoud Chizari, Etelka Chung, Kristen Coppin, Opukuro David-West, Nik Dennler, Hom Dhakal, Nikolay Dimov, Emil Dmitruk, Allen Donald, Damien Drix, Sergio A. Dzib, Mahmoud Eltaweel, Sajid Fadlelseed, Atena Farahani, Adrian Felix, Tim Foat, Jan Forbrich, Maximilien Franco, Joesphine Gaarn, Tracy Garratt, Jim Geach, Narges Ghias, Adrian Ghita, Niccolo Giannetti, Jaime Vargas-Gonzalez, Richard Greenaway, George Haritos, Sara Hatami, David Haydock, Na Helian, Mohammad Reza Herfatmanesh, Jean-Baptiste Herve, Evelyn Hesse, Hossein Korani, Vahid Hosseini, Wei Hu, Thomas Hubbard, Jameel Inal, Patrick Irigo, Sikiru O. Ismail, Fiona Jepleting, Wei Ji, Ian Johnston, Gbanaibolou Jombo, Shabnam Kadir, Christos Kalyvas, Syed Muhammad Kamran, Antonios Kanellopoulos, Aklil Zenebe Kiflay, Raimund Kirner, Kerry Knox, Chiaki Kobayashi, Dhirendra Kumar, Ritesh Kumar, Peter Lane, Himayasri Lekkala, Andrew Lewis, Liang Li, Qi Luo, Hossein Madani, Colin Mallet, Surya Maruthupandian, Elizabeth Reeja Mathen, Pavel Matousek, Simon McCool, James C. McGarry, Catherine Menon, Christoph Metzner, Rachael E. H. Miles, Hadi Moeinnia, Paul Moggridge, Mahdi Mohseni, Diogo Montalvão, Mohammad Najeeb Moraby, Darragh Murnane, Marc Norgate, Amir Nourani, Kumar Shantanu Prasad, Soodamani Ramalingam, Shavika Rastogi, Jonathan P. Reid, Guogang Ren, Victor M. Rivilla, Hossein Saidpour, Kiyoshi Saito, Seyed Amir Hossein Sajedi, Christoph Salge, Samadhi Samararatne, Michael Schmuker, Elif Sensoy, Ajay Shriram, Harpreet Singh, Yasser Sorouraddin, Volker Steuber, Nicholas Stone, Yi Sun, Roopesh Sureddi, Samuel Sutton, Peter Thomas, Andrew R Timms, P. R. Tiwari, Athanasios Tsokanos, Mansukhlal Vadalia, Muhammad Yaqoob, Muhamad Yulianto, and Minghua Zheng. Proceedings of Abstracts, School of Physics, Engineering and Computer Science Research Conference 2022. University of Hertfordshire, November 2022. doi:10.18745/pb.25867. [ Bibtex ]
  • Anastasia Angelopoulou, Epaminondas Kapetanios, David Harris Smith, Volker Steuber, Bencie Woll, and Frauke Zeller. Editorial: explanation in human-AI systems. Frontiers in Artificial Intelligence, October 2022. doi:10.3389/frai.2022.1048568. [ Bibtex ]
  • Elena Antonova, Martin Holding, Ho Chak Suen, Alex Sumich, Reinoud Maex, and Chrystopher Nehaniv. EEG microstates: functional significance and short-term test-retest reliability. Neuroimage: Reports, June 2022. doi:10.1016/j.ynirp.2022.100089. [ Bibtex ]
  • Shawn D Burton, Audrey Brown, Thomas P Eiting, Isaac A Youngstrom, Thomas C Rost, Michael Schmuker, and Matt Wachowiak. Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb. Elife, July 2022. doi:10.7554/eLife.80470. [ Bibtex ]
  • Nik Dennler, Damien Drix, Shavika Rastogi, André von Schaik, and Michael Schmuker. Rapid inference of geographical location with an event-based electronic nose. In Neuro-Inspired Computational Elements Conference (NICE 2022). United States, May 2022. Association for Computing Machinery (ACM). [ Bibtex ]
  • Nik Dennler, Shavika Rastogi, Jordi Fonollosa, André von Schaik, and Michael Schmuker. Drift in a popular metal oxide sensor dataset reveals limitations for gas classification benchmarks. Sensors and Actuators B: Chemical, March 2022. doi:10.1016/j.snb.2022.131668. [ Bibtex ]
  • Udeshika Dissanayake, Volker Steuber, and Farshid Amirabdollahian. EEG spectral feature modulations associated with fatigue in robot-mediated upper limb gross and fine motor interactions. Frontiers in Neurorobotics, January 2022. doi:10.3389/fnbot.2021.788494. [ Bibtex ]
  • Damien Drix, Michael Schmuker, and Nik Dennler. Rapid recognition of olfactory scenes with a portable MOx sensor system using hotplate modulation. In 2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN). IEEE, June 2022. doi:0.1109/ISOEN54820.2022.9789654. [ Bibtex ]
  • Shreyah Iyer, Cornelius Glackin, Nigel Cannings, Vito Veneziano, and Yi Sun. A comparison between convolutional and transformer architectures for speech emotion recognition. In 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings, Proceedings of the International Joint Conference on Neural Networks. United States, 2022. Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IJCNN55064.2022.9891882. [ Bibtex ]
  • Peter Lane, Na Helian, Muhammad Haad Bodla, Minghua Zheng, and Paul Moggridge. Dynamic hierarchical structure optimisation for cloud computing job scheduling. In Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling, Part of the Lecture Notes in Computer Science book series, 301–316. Springer, April 2022. URL: http://www.evostar.org/2022/evoapps/, doi:10.1007/978-3-031-02462-7_20. [ Bibtex ]
  • James McDonagh, Nunzio Palumbo, Neeraj Cherukunnath, Nikolay Dimov, and Nada Yousif. Modelling a permanent magnet synchronous motor in FEniCSx for parallel high-performance simulations. Finite Elements in Analysis and Design, April 2022. doi:10.1016/j.finel.2022.103755. [ Bibtex ]
  • Christoph Metzner, Tuomo Mäki-Marttunen, Gili Karni, Hana McMahon-Cole, and Volker Steuber. The effect of alterations of schizophrenia-associated genes on gamma band oscillations. Schizophrenia, April 2022. doi:doi.org/10.1038/s41537-022-00255-7. [ Bibtex ]
  • Lucas Rebscher, Klaus Obermayer, and Christoph Metzner. Synchronization through uncorrelated noise in excitatory-inhibitory networks. Frontiers in Computational Neuroscience, 16:825865, February 2022. doi:10.3389/fncom.2022.825865. [ Bibtex ]
  • Bente Riegler, Daniel Polani, and Volker Steuber. The information complexity of navigating with momentum. In The 2022 Conference on Artificial Life. April 2022. [ Bibtex ]
  • Harpreet Singh, Na Helian, Roderick Adams, and Yi Sun. Sentiment analysis using BLSTM-ResNet on textual images. In IEEE World Congress on Computational Intelligence 2022. United States, September 2022. Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IJCNN55064.2022.9892883. [ Bibtex ]
  • Radhakrishnan Sujatha, Jyotir Moy Chatterjee, Anastassia Angelopoulou, Epaminondas Kapetanios, Parvathaneni Naga Srinivasu, and Duraisamy Jude Hemanth. A transfer learning-based system for grading breast invasive ductal carcinoma. IET Image Processing, October 2022. doi:10.1049/ipr2.12660. [ Bibtex ]
  • Mohammad Tayarani. A novel ensemble machine learning and an evolutionary algorithm in modeling the COVID-19 epidemic and optimizing government policies. IEEE Transactions on Systems, Man, and Cybernetics: Systems, February 2022. doi:10.1109/TSMC.2022.3143955. [ Bibtex ]
  • Ed Wakelam, Volker Steuber, and James Wakelam. The collection, analysis and exploitation of footballer attributes: a systematic review. Journal of Sports Analytics, 8(1):37–67, March 2022. doi:10.3233/JSA-200554. [ Bibtex ]
  • Mateus de Oliveira Oliveira and Olga Tveretina. Mortality and edge-to-edge reachability are decidable on surfaces. In HSCC 2022 - Proceedings of the 25th ACM International Conference on Hybrid Systems, HSCC 2022 - Proceedings of the 25th ACM International Conference on Hybrid Systems: Computation and Control, Part of CPS-IoT Week 2022. ACM Digital Library, May 2022. URL: https://hscc.acm.org/2022/, doi:10.1145/3501710.3519529. [ Bibtex ]

2021

  • Ibrahim AlShourbaji, Na Helian, Yi Sun, and Mohammed Alhameed. Anovel HEOMGA approach for class imbalance problem in the application of customer churn prediction. SN Computer Science, September 2021. doi:10.1007/s42979-021-00850-y. [ Bibtex ]
  • Ibrahim AlShourbaji, Na Helian, Yi Sun, and Mohammed Alhameed. Customer churn prediction in telecom sector: a survey and way a head. JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH, 10(1):388–399, January 2021. [ Bibtex ]
  • Ingo Bojak, Christiane Linster, and Volker Steuber. Introduction to the proceedings of the CNS*2021 meeting. Journal of Computational Neuroscience, December 2021. doi:10.1007/s10827-021-00805-5. [ Bibtex ]
  • John Crimaldi, Hong Lei, Andreas Schaefer, Michael Schmuker, Brain H. Smith, Aaron C. True, Justus V. Verhagen, and Jonathan D. Victor. Active sensing in a dynamic olfactory world. Journal of Computational Neuroscience, September 2021. doi:10.1007/s10827-021-00798-1. [ Bibtex ]
  • Emil Dmitruk, Christoph Metzner, Volker Steuber, and Shabnam Kadir. Larger inter-individual variability of large-scale brain organization in schizophrenia revealed by topological data analysis. Journal of Computational Neuroscience, December 2021. doi:https://doi.org/10.1007/s10827-021-00801-9. [ Bibtex ]
  • Damien Drix and Michael Schmuker. Resolving fast gas transients with metal oxide sensors. ACS Sensors, 6(3):688–692, March 2021. doi:10.1021/acssensors.0c02006. [ Bibtex ]
  • Ohki Katakura, Reinoud Maex, Shabnam Kadir, and Volker Steuber. Determinants of pattern recognition in a network model of cerebellar cortex. Journal of Computational Neuroscience, December 2021. doi:https://doi.org/10.1007/s10827-021-00801-9. [ Bibtex ]
  • Christoph Metzner and Volker Steuber. The beta component of gamma-band auditory steady-state responses in patients with schizophrenia. Scientific Reports, October 2021. doi:10.1038/s41598-021-99793-w. [ Bibtex ]
  • Rebecca Miko, Volker Steuber, and Michael Schmuker. Replicating bursting neurons that signal input slopes with izhikevich neurons. Journal of Computational Neuroscience, July 2021. URL: https://www.cnsorg.org/cns-2021. [ Bibtex ]
  • Bente Riegler, Daniel Polani, and Volker Steuber. Embodiment and its influence on informational costs of decision density — atomic actions vs. scripted sequences. Frontiers in Robotics and AI, April 2021. doi:10.3389/frobt.2021.535158. [ Bibtex ]
  • Michael Schmuker, Rüdiger Kupper, Ad Aertsen, Thomas Wachtler, and Marc-Oliver Gewaltig. Feed-forward and noise-tolerant detection of feature homogeneity in spiking networks with a latency code. Biological Cybernetics, 115(2):161–176, 2021. doi:10.1007/s00422-021-00866-w. [ Bibtex ]
  • Ankur Sinha, Christoph Metzner, Neil Davey, Roderick Adams, Michael Schmuker, and Volker Steuber. Growth rules for the repair of asynchronous irregular neuronal networks after peripheral lesions. PLOS Computational Biology, 17(6):1–35, 2021. URL: https://doi.org/10.1371/journal.pcbi.1008996, doi:10.1371/journal.pcbi.1008996. [ Bibtex ]
  • Ankur Sinha, Christoph Metzner, Neil Davey, Roderick Adams, Micheal Schmuker, and Volker Steuber. Simulation generated data for: Growth Rules for the Repair of Asynchronous Irregular Neuronal Networks after Peripheral Lesions. 2021. URL: https://doi.org/10.5281/zenodo.4727700, doi:10.5281/zenodo.4727700. [ Bibtex ]
  • Mohammad Tayarani and Michael Schmuker. Address-event signal processing: silicon retina, cochlea and olfaction a review. Frontiers in Neural Circuits, May 2021. doi:10.3389/fncir.2021.610446. [ Bibtex ]

2020

  • Emil Dmitruk, Ritesh Kumar, Volker Steuber, Michael Schmuker, Carina Curto, Vladimir Itskov, and Shabnam Kadir. Texture-like neural representations. BMC Neuroscience, 2020. [ Bibtex ]
  • E Donati, M Payvand, G Indiveri, P Debacker, Steve Furber, Yulia Sandamirskaya, Michael Schmuker, Chiara Bartolozzi, Sabina Spiga, Paolo Bortolotti, and A Mizrahi. Neuromorphic technology in europe: brain-inspired technologies are advancing apace across europe and are poised to help accelerate the AI revolution. The Innovation Platform, pages 140–143, June 2020. [ Bibtex ]
  • Damien Drix, Verena V. Hafner, and Michael Schmuker. Sparse coding with a somato-dendritic rule. Neural Networks, 131:37–49, 2020. doi:10.1016/j.neunet.2020.06.007. [ Bibtex ]
  • Shabnam Kadir, Chrysoula Kaza, Hugo Weissbart, and Tobias Reichenbach. Modulation of speech-in-noise comprehension through transcranial current stimulation with the phase-shifted speech envelope. IEEE Transactions on Neural Systems & Rehabilitation Engineering, 28(1):23 – 31, January 2020. doi:10.1109/TNSRE.2019.2939671. [ Bibtex ]
  • Ohki Katakura, Reinoud Maex, Shabnam Kadir, and Volker Steuber. Pattern separation based on rate coding in a biologically detailed cerebellar network model. BMC Neuroscience, 2020. [ Bibtex ]
  • Mahmoud Keshavarzi, Mikolaj Kegler, Shabnam Kadir, and Tobias Reichenbach. Transcranial alternating current stimulation in the theta band but not in the delta band modulates the comprehension of naturalistic speech in noise. Neuroimage, April 2020. doi:10.1016/j.neuroimage.2020.116557. [ Bibtex ]
  • Christoph Metzner and Volker Steuber. Input strength dependence of the beta component of gamma-band auditory steady-state responses in patients with schizophrenia. BMC Neuroscience, 2020. [ Bibtex ]
  • Paul Moggridge, Na Helian, Yi Sun, Mariana Lilley, and Vito Veneziano. Instance weighted clustering: local outlier factor and K-means. In Lazaros Iliadis, Plamen Parvanov Angelov, Chrisina Jayne, and Elias Pimenidis, editors, Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, Proceedings of the International Neural Networks Society, 435–446. Springer, May 2020. doi:10.1007/978-3-030-48791-1_34. [ Bibtex ]
  • Valentina Parma, Kathrin Ohla, Maria G Veldhuizen, Masha Y Niv, Christine E Kelly, Alyssa J Bakke, Keiland W Cooper, Cédric Bouysset, Nicola Pirastu, Michele Dibattista, Rishemjit Kaur, Marco Tullio Liuzza, Marta Y Pepino, Veronika Schöpf, Veronica Pereda-Loth, Shannon B Olsson, Richard C Gerkin, Paloma Rohlfs Domínguez, Javier Albayay, Michael C Farruggia, Surabhi Bhutani, Alexander W Fjaeldstad, Ritesh Kumar, Anna Menini, Moustafa Bensafi, Mari Sandell, Iordanis Konstantinidis, Antonella Di Pizio, Federica Genovese, Lina Öztürk, Thierry Thomas-Danguin, Johannes Frasnelli, Sanne Boesveldt, Özlem Saatci, Luis R Saraiva, Cailu Lin, Jérôme Golebiowski, Liang-Dar Hwang, Mehmet Hakan Ozdener, Maria Dolors Guàrdia, Christophe Laudamiel, Marina Ritchie, Jan Havlícek, Denis Pierron, Eugeni Roura, Marta Navarro, Alissa A Nolden, Juyun Lim, Katherine L Whitcroft, Lauren R Colquitt, Camille Ferdenzi, Evelyn V Brindha, Aytug Altundag, Alberto Macchi, Alexia Nunez-Parra, Zara M Patel, Sébastien Fiorucci, Carl M Philpott, Barry C Smith, Johan N Lundström, Carla Mucignat, Jane K Parker, Mirjam van den Brink, Michael Schmuker, Florian Ph S Fischmeister, Thomas Heinbockel, Vonnie D C Shields, Farhoud Faraji, Enrique Santamaría, William E A Fredborg, Gabriella Morini, Jonas K Olofsson, Maryam Jalessi, Noam Karni, Anna D’Errico, Rafieh Alizadeh, Robert Pellegrino, Pablo Meyer, Caroline Huart, Ben Chen, Graciela M Soler, Mohammed K Alwashahi, Antje Welge-Lüssen, Jessica Freiherr, Jasper H B de Groot, Hadar Klein, Masako Okamoto, Preet Bano Singh, Julien W Hsieh, GCCR Group Author, Olagunju Abdulrahman, Pamela Dalton, Carol H Yan, Vera V Voznessenskaya, Jingguo Chen, Elizabeth A Sell, Julie Walsh-Messinger, Nicholas S Archer, Sachiko Koyama, Vincent Deary, S Craig Roberts, Hüseyin Yanık, Samet Albayrak, Lenka Martinec Nováková, Ilja Croijmans, Patricia Portillo Mazal, Shima T Moein, Eitan Margulis, Coralie Mignot, Sajidxa Mariño, Dejan Georgiev, Pavan K Kaushik, Bettina Malnic, Hong Wang, Shima Seyed-Allaei, Nur Yoluk, Sara Razzaghi-Asl, Jeb M Justice, Diego Restrepo, Danielle R Reed, Thomas Hummel, Steven D Munger, and John E Hayes. More than smell - COVID-19 is associated with severe impairment of smell, taste, and chemesthesis. Chemical Senses, 45(7):bjaa041, 2020. doi:10.1093/chemse/bjaa041. [ Bibtex ]
  • Ankur Sinha, Christoph Metzner, Roderick Adams, Neil Davey, Michael Schmuker, and Volker Steuber. Associative memory performance in peripherally-lesioned networks repaired by homeostatic structural plasticity. BMC Neuroscience, 2020. [ Bibtex ]
  • Jan Soelter, Jan Schumacher, Hartwig Spors, and Michael Schmuker. Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map. Scientific Reports, 10(1):77, 2020. doi:10.1038/s41598-019-56863-4. [ Bibtex ]
  • Yi Sun, Mark Hewitt, Simon C Wilkinson, Neil Davey, Roderick Adams, Darren Gullick, and Gary Moss. Development of a gaussian process - feature selection model to characterise (poly)dimethylsiloxane (silastic®) membrane permeation. Journal of Pharmacy and Pharmacology, 72(7):873–888, July 2020. doi:10.1111/jphp.13263. [ Bibtex ]
  • Azeemsha Thacham-Poyil, Volker Steuber, and Farshid Amirabdollahian. Adaptive robot mediated upper limb training using electromyogram based muscle fatigue indicators. PLoS ONE, May 2020. doi:10.1371/journal.pone.0233545. [ Bibtex ]
  • Azeemsha Thacham-Poyil, Volker Steuber, and Farshid Amirabdollahian. Influence of muscle fatigue on electromyogram-kinematic correlation during robot-assisted upper limb training. Journal of Rehabilitation and Assistive Technologies Engineering, March 2020. doi:10.1177%2F2055668320903014. [ Bibtex ]
  • Muhammad Yaqoob, Volker Steuber, and Borys Wróbel. Autaptic connections can implement state transitions in spiking neural networks for temporal pattern recognition. BMC Neuroscience, 2020. [ Bibtex ]
  • Thiago Matos Pinto, Maria Schilstra, Antonio Roque, and Volker Steuber. Binding of filamentous actin to CaMKII as a potential mechanism for the regulation of bidirectional synaptic plasticity by betaCaMKII in cerebellar Purkinje cells. Scientific Reports, June 2020. doi:10.1038/s41598-020-65870-9. [ Bibtex ]

2019

  • Parivash Ashrafi, Yi Sun, Neil Davey, Simon Charles Wilkinson, and Gary Moss. The influence of diffusion cell type and experimental temperature on machine learning models of skin permeability. Journal of Pharmacy and Pharmacology, pages 1–12, November 2019. doi:10.1111/jphp.13203. [ Bibtex ]
  • Alan Diamond, Michael Schmuker, and Thomas Nowotny. An unsupervised neuromorphic clustering algorithm. Biological Cybernetics, 5(5):1 – 15, 04 2019. doi:10.1007/s00422-019-00797-7. [ Bibtex ]
  • Iuliia Goncharenko, Lieke Kros, Reinoud Maex, Neil Davey, Christoph Metzner, Chris I. De Zeeuw, Freek E. Hoebeek, and Volker Steuber. Phase dependence of the termination of absence seizures by cerebellar input to thalamocortical networks. BMC Neuroscience, 20:157, 2019. URL: https://bmcneurosci.biomedcentral.com/articles/supplements/volume-20-supplement-1, doi:10.1186/s12868-019-0538-0. [ Bibtex ]
  • Jakob Jordan, Håkon Mørk, Stine Brekke Vennemo, Dennis Terhorst, Alexander Peyser, Tammo Ippen, Rajalekshmi Deepu, Jochen Martin Eppler, Alexander van Meegen, Susanne Kunkel, Ankur Sinha, Tanguy Fardet, Sandra Diaz, Abigail Morrison, Wolfram Schenck, David Dahmen, Jari Pronold, Jonas Stapmanns, Guido Trensch, Sebastian Spreizer, Jessica Mitchell, Steffen Graber, Johanna Senk, Charl Linssen, Jan Hahne, Alexey Serenko, Daniel Naoumenko, Eric Thomson, Itaru Kitayama, Sebastian Berns, and Hans Ekkehard Plesser. NEST 2.18.0. June 2019. URL: https://doi.org/10.5281/zenodo.2605422, doi:10.5281/zenodo.2605422. [ Bibtex ]
  • Ohki Katakura, Reinoud Maex, Neil Davey, Shabnam Kadir, and Volker Steuber. Using cerebellar Purkinje cell models at different levels of abstraction as a read-out mechanism for pattern recognition in a biologically detailed granular layer model. In Bernstein Conference 2019. 9 2019. doi:10.12751/nncn.bc2019.0043. [ Bibtex ]
  • Christoph Metzner, Gili Karni, Hana McMahon-Cole, Tuomo Mäki-Marttunen, and Volker Steuber. The effect of alterations of schizophrenia-associated genes on gamma band auditory steadystate responses. BMC Neuroscience, 20:157, 2019. URL: https://bmcneurosci.biomedcentral.com/articles/supplements/volume-20-supplement-1, doi:10.1186/s12868-019-0538-0. [ Bibtex ]
  • Christoph Metzner, Bartosz Zurowski, and Volker Steuber. The role of parvalbumin-positive interneurons in auditory steady-state response deficits in schizophrenia. Scientific Reports, October 2019. [ Bibtex ]
  • Paul Moggridge, Na Helian, Yi Sun, Mariana Lilley, Vito Veneziano, and Martin Eaves. Improving the MXFT scheduling algorithm for a cloud computing context. International Journal of Grid and Utility Computing, 10(6):618 – 638, August 2019. doi:10.1504/IJGUC.2019.102711. [ Bibtex ]
  • Simmi Patel, William McAuley, Michael T. Cook, Yi Sun, Shaheen Hamdy, and Fang Liu. The swallowing characteristics of thickeners, jellies and yoghurt observed using an in vitro model. Dysphagia, pages 1–11, November 2019. doi:10.1007/s00455-019-10074-1. [ Bibtex ]
  • Bipin Rajendran, Abu Sebastian, Michael Schmuker, Narayan Srinivasa, and Evangelos Eleftheriou. Low-Power Neuromorphic Hardware for Signal Processing Applications. IEEE Signal Processing Magazine, 36(6):97–110, 2019. doi:10.1109/msp.2019.2933719. [ Bibtex ]
  • Ankur Sinha, Christoph Metzner, Neil Davey, Roderick Adams, Michael Schmuker, and Volker Steuber. Growth rules for the repair of asynchronous irregular neuronal networks after peripheral lesions. bioRxiv, 2019. URL: https://www.biorxiv.org/content/early/2019/10/21/810846, arXiv:https://www.biorxiv.org/content/early/2019/10/21/810846.full.pdf, doi:10.1101/810846. [ Bibtex ]
  • Ankur Sinha, Christoph Metzner, Neil Davey, Roderick Adams, Michael Schmuker, and Volker Steuber. Growth rules for repair of asynchronous irregular network models following peripheral lesions. BMC Neuroscience, 20:157, 2019. URL: https://bmcneurosci.biomedcentral.com/articles/supplements/volume-20-supplement-1, doi:10.1186/s12868-019-0538-0. [ Bibtex ]
  • Samuel Sutton, Volker Steuber, and Michael Schmuker. Unsupervised learning of sparse spatio-temporal receptive fields through inhibitory plasticity; a model of the mammalian early visual system. BMC Neuroscience, 20:149, 2019. URL: https://bmcneurosci.biomedcentral.com/articles/supplements/volume-20-supplement-1, doi:10.1186/s12868-019-0538-0. [ Bibtex ]
  • Ed Wakelam, Amanda Jefferies, Neil Davey, and Yi Sun. The potential for student performance prediction in small cohorts with minimal available attributes. British Journal of Educational Technology, June 2019. doi:10.1111/bjet.12836. [ Bibtex ]
  • Muhammad Yaqoob, Volker Steuber, and Borys Wróbel. The importance of self-excitation in spiking neural networks evolved to recognize temporal patterns. In Igor V. Tetko, Pavel Karpov, Fabian Theis, and Vera Kurková, editors, Artificial Neural Networks and Machine Learning - ICANN 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 758–771. Germany, 9 2019. Springer Verlag. doi:10.1007/978-3-030-30487-4_59. [ Bibtex ]
  • Muhammad M Yaqoob, Neil Davey, Volker Steuber, and Borys Wrobel. Robustness to the removal of connections in spiking neural networks evolved for temporal pattern recognition. BMC Neuroscience, 20:178, 2019. URL: https://bmcneurosci.biomedcentral.com/articles/supplements/volume-20-supplement-1, doi:10.1186/s12868-019-0538-0. [ Bibtex ]

2018

  • Parivash Ashrafi, Yi Sun, Neil Davey, Roderick Adams, Simon C Wilkinson, and Gary Patrick Moss. Model fitting for small skin permeability data sets: hyperparameter optimisation in gaussian process regression. Journal of Pharmacy and Pharmacology, 70(3):361–373, February 2018. doi:10.1111/jphp.12863. [ Bibtex ]
  • Chama Bensmail, Volker Steuber, Neil Davey, and Borys Wrobel. Evolving spiking neural networks to control animats for temporal pattern recognition and foraging. In 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1–8. IEEE, 2 2018. URL: https://ieeexplore.ieee.org/document/8285411/metrics, doi:10.1109/SSCI.2017.8285411. [ Bibtex ] [ PDF ]
  • Chama Bensmail, Volker Steuber, Neil Davey, and Borys Wróbel. Spiking neural network controllers evolved for animat foraging based on temporal pattern recognition in the presence of noise on input. In Artificial Neural Networks and Machine Learning - ICANN 2018 - 27th International Conference on Artificial Neural Networks, 2018, Proceedings, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 304–313. Germany, 9 2018. Springer Verlag. doi:10.1007/978-3-030-01418-6_30. [ Bibtex ]
  • Ronakben Bhavsar, Neil Davey, Na Helian, Yi Sun, Tony Steffert, and David Mayor. Efficient methods for calculating sample entropy in time series data analysis. Procedia Computer Science, 145:97–104, December 2018. URL: http://bica2018.bicasociety.org/, doi:10.1016/j.procs.2018.11.016. [ Bibtex ]
  • Ronakben Bhavsar, Neil Davey, Na Helian, Yi Sun, Tony Steffert, and David Mayor. Time series analysis using embedding dimension on heart rate variability. Procedia Computer Science, 145:89–96, December 2018. URL: http://bica2018.bicasociety.org/, doi:10.1016/j.procs.2018.11.015. [ Bibtex ]
  • Ronakben Bhavsar, Neil Davey, Yi Sun, and Na Helian. An investigation of how wavelet transform can affect the correlation performance of biomedical signals: the correlation of EEG and HRV frequency bands in the frontal lobe of the brain. In International Conference on Bio-inspired Systems and Signal Processing, volume 3: BIOSIGNALS, 139–146. SciTePress, February 2018. URL: http://wikicfp.com/cfp/servlet/event.showcfp?eventid=63498&copyownerid=45217, doi:10.5220/0006551001390146. [ Bibtex ]
  • Ronakben Bhavsar, Yi Sun, Na Helian, Neil Davey, David Mayor, and Tony Steffert. The correlation between EEG signals as measured in different positions on scalp varying with distance. Procedia Computer Science, 123:92–97, February 2018. URL: http://bica2017.bicasociety.org/, doi:10.1016/j.procs.2018.01.015. [ Bibtex ]
  • Huikai Chen, Frank Wang, and Na Helian. Entropy4Cloud: using entropy-based complexity to optimize cloud service resource management computational intelligence for cloud computing. IEEE Transactions on Emerging Topics in Computational Intelligence, 2(1):13–24, January 2018. doi:10.1109/TETCI.2017.2755691. [ Bibtex ]
  • Muhammad Aamir Khan, Volker Steuber, Neil Davey, and Borys Wróbel. Spiking neural networks evolved to perform multiplicative operations. In Artificial Neural Networks and Machine Learning - ICANN 2018 - 27th International Conference on Artificial Neural Networks, 2018, Proceedings, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 314–321. Germany, 9 2018. Springer Verlag. doi:10.1007/978-3-030-01418-6_31. [ Bibtex ]
  • Charl Linssen, Mikkel Elle Lepperød, Jessica Mitchell, Jari Pronold, Jochen Martin Eppler, Chrisitan Keup, Alexander Peyser, Susanne Kunkel, Philipp Weidel, Yannick Nodem, Dennis Terhorst, Rajalekshmi Deepu, Moritz Deger, Jan Hahne, Ankur Sinha, Alberto Antonietti, Maximilian Schmidt, Luciano Paz, Jesús Garrido, Tammo Ippen, Luis Riquelme, Alex Serenko, Tobias Kühn, Itaru Kitayama, Håkon Mørk, Sebastian Spreizer, Jakob Jordan, Jeyashree Krishnan, Mario Senden, Espen Hagen, Alexey Shusharin, Stine Brekke Vennemo, Dimitri Rodarie, Abigail Morrison, Steffen Graber, Jannis Schuecker, Sandra Diaz, Barna Zajzon, and Hans Ekkehard Plesser. NEST 2.16.0. August 2018. URL: https://doi.org/10.5281/zenodo.1400175, doi:10.5281/zenodo.1400175. [ Bibtex ]
  • C. Llerena, D. Müller, R. Adams, N. Davey, and Y. Sun. Estimation of microphysical parameters of atmospheric pollution using machine learning. In Vera Kurkova, Barbara Hammer, Yannis Manolopoulos, Lazaros Iliadis, and Ilias Maglogiannis, editors, Artificial Neural Networks and Machine Learning - ICANN 2018, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 579–588. Germany, September 2018. Springer Verlag. doi:10.1007/978-3-030-01418-6_57. [ Bibtex ]
  • Christoph Metzner, Tuomo Maeki-Marttunen, Bartosz Zurowski, and Volker Steuber. Modules for automated validation and comparison of models of neurophysiological and neurocognitive biomarkers of psychiatric disorders: assrunit - a case study computational psychiatry. Computational Psychiatry, 3 2018. URL: https://arxiv.org/abs/1712.06353. [ Bibtex ] [ PDF ]
  • Rebecca Miko, Christoph Metzner, and Volker Steuber. Influence of inhibitory circuits in the olfactory bulb on the frequency tuning of mitral cells. BMC Neuroscience, 19(2):129, 2018. URL: https://doi.org/10.1186/s12868-018-0451-y, doi:10.1186/s12868-018-0451-y. [ Bibtex ]
  • Kupper Rüdiger, Michael Schmuker, Ad Aertsen, Thomas Wachtler, Ursula Körner, and Marc-Oliver Gewaltig. How the visual system can detect feature homogeneity from spike latencies. ArXiv, June 2018. [ Bibtex ]
  • Ankur Sinha, Christoph Metzner, Roderick Adams, Neil Davey, Michael Schmuker, and Volker Steuber. The combined effect of homeostatic structural and inhibitory synaptic plasticity during the repair of balanced networks following deafferentation. BMC Neuroscience, 19(2):129–130, 2018. URL: https://doi.org/10.1186/s12868-018-0451-y, doi:10.1186/s12868-018-0451-y. [ Bibtex ]

2017

  • Weam M Binjumah, Alexey Redyuk, Rod Adams, Neil Davey, and Yi Sun. Investigating optical transmission error correction using wavelet transforms. In ESANN 2017 proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - (Bruges (Belgium), 26-28 April 2017), 447–452. ESANN, 2017. URL: https://www.i6doc.com/nl/book/?GCOI=28001100477480. [ Bibtex ] [ PDF ]
  • Weam M. Binjumah, Alexey Redyuk, Rod Adams, Neil Davey, and Yi Sun. Error correction over optical transmission. In Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,, 239–248. INSTICC, SciTePress, 2017. URL: http://www.scitepress.org/Papers/2017/62114/index.html, doi:10.5220/0006211402390248. [ Bibtex ] [ PDF ]
  • J Goncharenko, L Kros, N Davey, C Metzner, C De Zeeuw, and V Steuber. Modulation of epileptic activity in thalamo-cortical networks by input from the cerebellar nuclei. In BMC Neuroscience, 18(Suppl.1). 2017. URL: https://bmcneurosci.biomedcentral.com/articles/10.1186/s12868-017-0370-3. [ Bibtex ]
  • Jannis Hagenah, Michael Scharfschwerdt, Achim Schweikard, and Christoph Metzner. Combining deformation modeling and machine learning for personalized prosthesis size prediction in valve-sparing aortic root reconstruction. In International Conference on Functional Imaging and Modeling of the Heart, 461–470. Springer, 2017. [ Bibtex ]
  • Suchismita Hoare, Na Helian, and Nathan Baddoo. A semantic-agent framework for PaaS interoperability. In The IEEE International Conference on Cloud and Big Data Computing, 788–793. IEEE, January 2017. doi:10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0126. [ Bibtex ]
  • Alex Hocking, James E. Geach, Yi Sun, and Neil Davey. An automatic taxonomy of galaxy morphology using unsupervised machine learning. Monthly Notices of the Royal Astronomical Society, 473(1):1108–1129, September 2017. doi:10.1093/mnras/stx2351. [ Bibtex ]
  • Susanne Kunkel, Abigail Morrison, Philipp Weidel, Jochen Martin Eppler, Ankur Sinha, Wolfram Schenck, Maximilian Schmidt, Stine Brekke Vennemo, Jakob Jordan, Alexander Peyser, Dimitri Plotnikov, Steffen Graber, Tanguy Fardet, Dennis Terhorst, Håkon Mørk, Guido Trensch, Alex Seeholzer, Rajalekshmi Deepu, Jan Hahne, Inga Blundell, Tammo Ippen, Jannis Schuecker, Hannah Bos, Sandra Diaz, Espen Hagen, Sepehr Mahmoudian, Claudia Bachmann, Mikkel Elle Lepperød, Oliver Breitwieser, Bruno Golosio, Hendrik Rothe, Hesam Setareh, Mikael Djurfeldt, Till Schumann, Alexey Shusharin, Jesús Garrido, Eilif Benjamin Muller, Arjun Rao, Juan Hernando Vieites, and Hans Ekkehard Plesser. NEST 2.12.0. March 2017. URL: https://doi.org/10.5281/zenodo.259534, doi:10.5281/zenodo.259534. [ Bibtex ]
  • I. A. Lungu, A. Riehle, M. P. Nawrot, and M. Schmuker. Predicting voluntary movements from motor cortical activity with neuromorphic hardware. IBM Journal of Research and Development, 61(2/3):5:1–5:12, March 2017. doi:10.1147/JRD.2017.2656063. [ Bibtex ]
  • T Mäki-Marttunen, F Krull, F Bettella, C Metzner, A Devor, S Djurovic, AM Dale, OA Andreassen, and GT Einevoll. A stepwise neuron model fitting procedure designed for recordings with high spatial resolution: application to layer 5 pyramidal cells. Journal of Neuroscience Methods, 2017. [ Bibtex ]
  • T Mäki-Marttunen, F Krull, F Bettella, C Metzner, A Devor, S Djurovic, AM Dale, OA Andreassen, and GT Einevoll. Delta oscillations in schizophrenia: insights from biophysically detailed modeling of networks of layer V pyramidal cells. In Society for Neuroscience Meeting. 2017. [ Bibtex ]
  • T Mäki-Marttunen, F Krull, F Bettella, C Metzner, A Devor, S Djurovic, AM Dale, OA Andreassen, and GT Einevoll. Layer V pyramidal cells as mediators of delta oscillations: insights from biophysically detailed modeling and connections with schizophrenia genetics. In BMC Neuroscience, 18(Suppl.1). 2017. URL: https://bmcneurosci.biomedcentral.com/articles/10.1186/s12868-017-0370-3. [ Bibtex ]
  • Reinoud Maex, Karen Safaryan, and Volker Steuber. The effect of LTP, LTD and non-specific LTD on the recognition of sparse noisy patterns in simplifed and detailed Purkinje cell models. BMC Neuroscience, 18(1):P208, 2017. [ Bibtex ]
  • C Metzner, A Schweikard, T Mäki-Marttunen, B Zurowski, and V Steuber. A framework for automated validation and comparison of models of neurophysiological and neurocognitive biomarkers of psychiatric disorders. In BMC Neuroscience, 18(Suppl.1). 2017. URL: https://bmcneurosci.biomedcentral.com/articles/10.1186/s12868-017-0370-3. [ Bibtex ]
  • Christoph Metzner. [Re] modeling GABA alterations in schizophrenia: a link between impaired inhibition and altered gamma and beta range auditory entrainment. ReScience, 2017. [ Bibtex ]
  • Christoph Metzner, Tuomo Mäki-Marttunen, Bartosz Zurowski, and Volker Steuber. Modules for automated validation and comparison of models of neurophysiological and neurocognitive biomarkers of psychiatric disorders: ASSRUnit - a case study. arXiv preprint arXiv:1712.06353, 2017. URL: https://arxiv.org/abs/1712.06353. [ Bibtex ] [ PDF ]
  • Paul Moggridge, Na Helian, Yi Sun, Mariana Lilley, Vito Veneziano, and Martin Eaves. Revising max-min for scheduling in a cloud computing context. In 2017 IEEE 26th International Conference on Enabling Technologies:. IEEE, August 2017. URL: http://wetice.ue.poznan.pl/, doi:10.1109/WETICE.2017.58. [ Bibtex ]
  • Alexander Peyser, Ankur Sinha, Stine Brekke Vennemo, Tammo Ippen, Jakob Jordan, Steffen Graber, Abigail Morrison, Guido Trensch, Tanguy Fardet, Håkon Mørk, Jan Hahne, Jannis Schuecker, Maximilian Schmidt, Susanne Kunkel, David Dahmen, Jochen Martin Eppler, Sandra Diaz, Dennis Terhorst, Rajalekshmi Deepu, Philipp Weidel, Itaru Kitayama, Sepehr Mahmoudian, David Kappel, Martin Schulze, Shailesh Appukuttan, Till Schumann, Hünkar Can Tunç, Jessica Mitchell, Michael Hoff, Eric Müller, Milena Menezes Carvalho, Barna Zajzon, and Hans Ekkehard Plesser. NEST 2.14.0. October 2017. URL: https://doi.org/10.5281/zenodo.882971, doi:10.5281/zenodo.882971. [ Bibtex ]
  • Maria Psarrou, Maria Schilstra, Neil Davey, Ben Torben-Nielsen, Michael Schmuker, and Volker Steuber. The dependence of arithmetic operations on input location in cerebellar nucleus and cortical pyramidal neurons. BMC Neuroscience, 18(1):P257, 2017. [ Bibtex ]
  • Nicolas P Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena Barba, Fabien CY Benureau, C Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P Davison, and others. Sustainable computational science: the ReScience initiative. arXiv preprint arXiv:1707.04393, 2017. [ Bibtex ]
  • Karen Safaryan, Reinoud Maex, Neil Davey, Roderick Adams, and Volker Steuber. Nonspecific synaptic plasticity improves the recognition of sparse patterns degraded by local noise. Scientific Reports, Apr 2017. doi:10.1038/srep46550. [ Bibtex ]
  • Emmanuel Oluwatobi Salawu, Evelyn Hesse, Chris Stopford, Neil Davey, and Yi Sun. Applying machine learning methods for characterization of hexagonal prisms from their 2D scattering patterns - an investigation using modelled scattering data. Journal of Quantitative Spectroscopy and Radiative Transfer, 201:115–127, November 2017. doi:10.1016/j.jqsrt.2017.07.001. [ Bibtex ]
  • A Sinha, C Metzner, R Adams, M Schmuker, N Davey, and V Steuber. The effect of homeostatic structural plasticity on associative memory in a network with spike-time dependent inhibitory synaptic plasticity. In BMC Neuroscience, 18(Suppl.1). 2017. URL: https://bmcneurosci.biomedcentral.com/articles/10.1186/s12868-017-0370-3. [ Bibtex ]
  • Henrik U Stotz, Rodrigo de Oliveira Almeida, Neil Davey, Volker Steuber, and Guilherme T Valente. Review of combinations of experimental and computational techniques to identifyand understand genes involved in innate immunity and effector-triggered defence. Plant Methods, 8 2017. doi:10.1016/j.ymeth.2017.08.019. [ Bibtex ]
  • Azeemsha Thacham-Poyil, Farshid Amirabdollahian, and Volker Steuber. Classification of gross upper limb movements using upper arm electromyographic features. In Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication. 8 2017. URL: https://ieeexplore.ieee.org/document/8172408/, doi:10.1109/ROMAN.2017.8172408. [ Bibtex ]
  • Azeemsha Thacham-Poyil, Farshid Amirabdollahian, and Volker Steuber. Study of Gross Muscle Fatigue During Human-Robot Interactions, pages 187–192. IARIA, 3 2017. URL: http://www.thinkmind.org/index.php?view=article&articleid=achi_2017_9_10_20028. [ Bibtex ]
  • Frank Zhigang Wang, Luping Shi, Huaqiang Wu, Na Helian, and Leon O Chua. Fractional memristor. Applied Physics Letters, December 2017. doi:10.1063/1.5000919. [ Bibtex ]

2016

2015

2014

2013

  • Ahmed Abdelmotaleb, Maria Schilstra, Neil Davey, Volker Steuber, and Borys Wróbel. From evolving artificial gene regulatory networks to evolving spiking neural networks for pattern recognition. BMC Neuroscience, 14(1):1, 2013. URL: http://dx.doi.org/10.1186/1471-2202-14-S1-P423. [ Bibtex ]
  • Parimala Alva, Giseli De Sousa, Ben Torben-Nielsen, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber. Evolution of dendritic morphologies using deterministic and nondeterministic genotype to phenotype mapping. In International Conference on Artificial Neural Networks, 319–326. Springer, 2013. URL: http://dx.doi.org/10.1007/978-3-642-40728-4_40. [ Bibtex ]
  • Parimala Alva, Lieke Kros, Reinoud Maex, Chris I De Zeeuw, Rod Adams, Neil Davey, Volker Steuber, and Freek E Hoebeek. A potential role for the cerebellar nuclei in absence seizures. BMC Neuroscience, 14(1):1, 2013. URL: http://bmcneurosci.biomedcentral.com/articles/10.1186/1471-2202-14-S1-P170. [ Bibtex ]
  • Dimitris Bampasakis, Reinoud Maex, Neil Davey, and Volker Steuber. Short-term depression of inhibitory Purkinje cell synapses enhances gain modulation in the cerebellar nuclei. BMC Neuroscience, 14(1):1, 2013. URL: http://bmcneurosci.biomedcentral.com/articles/10.1186/1471-2202-14-S1-P374. [ Bibtex ] [ PDF ]
  • Hugo Cornelis, Dimitris Bampasakis, Volker Steuber, and James M Bower. Interoperability in the GENESIS 3.0 software federation: the NEURON Simulator as an example. BMC Neuroscience, 14(Suppl 1):P33, 2013. URL: http://dx.doi.org/10.1186/1471-2202-14-S1-P33. [ Bibtex ]
  • Stephan Gabler, Jan Soelter, Taufia Hussain, Silke Sachse, and Michael Schmuker. Physicochemical vs. Vibrational Descriptors for Prediction of Odor Receptor Responses. Molecular Informatics, 32(9-10):855–865, oct 2013. URL: http://doi.wiley.com/10.1002/minf.201300037, doi:10.1002/minf.201300037. [ Bibtex ]
  • Bahadir Kasap and Michael Schmuker. Improving odor classification through self-organized lateral inhibition in a spiking olfaction-inspired network. 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), pages 219–222, nov 2013. URL: http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6695911, doi:10.1109/NER.2013.6695911. [ Bibtex ]
  • Bahadir Kasap and Michael Schmuker. Self-organized lateral inhibition improves odor classification in an olfaction-inspired network. BMC Neuroscience: Proceedings of the 22nd Annual Computational Neuroscience Meeting: CNS*2013, 14(Suppl 1):O12, 2013. URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3704286/, doi:10.1186/1471-2202-14-S1-O12. [ Bibtex ]
  • Kirsty Kidd, Hugo Cornelis, James M Bower, Daniel Polani, Neil Davey, and Volker Steuber. The implications of evolutionary changes in the dendritic morphology of cerebellar Purkinje cells for information processing. BMC Neuroscience, 14(1):1, 2013. URL: http://dx.doi.org/10.1186/1471-2202-14-S1-P373. [ Bibtex ]
  • Lieke Kros, Oscar Eelkman Rooda, Jochen Spanke, Mario Negrello, Parimala Alva, Beerend Winkelman, Else Tolner, Volker Steuber, Arn van den Maagdenberg, Chris I. De Zeeuw, and Freek E Hoebeek. Cerebellar role in absence epilepsy in CACNA1 mutant mice. In Neuroscience 2013, San Diego. 2013. [ Bibtex ]
  • Reinoud Maex and Volker Steuber. An integrator circuit in cerebellar cortex. European Journal of Neuroscience, 38(6):2917–2932, 2013. URL: http://dx.doi.org/10.1111/ejn.12272. [ Bibtex ]
  • Alex Metaxas, Reinoud Maex, Rod Adams, Volker Steuber, and Neil Davey. Characterising the performance of balanced memory networks. BMC Neuroscience, 14(1):1, 2013. URL: http://dx.doi.org/10.1186/1471-2202-14-S1-P88. [ Bibtex ]
  • Alex Metaxas, Alexei Redyuk, Yi Sun, Alex Shafarenko, Neil Davey, and Rod Adams. Linear support vector machines for error correction in optical data transmission. In International Conference on Adaptive and Natural Computing Algorithms, 438–445. Springer, 2013. URL: http://dx.doi.org/10.1007/978-3-642-37213-1_45. [ Bibtex ]
  • Christoph Metzner, Achim Schweikard, and Bartosz Zurowski. Center-surround interactions in a network model of layer 4Cα of primary visual cortex. BMC Neuroscience, 14(Suppl 1):P435, 2013. URL: http://www.biomedcentral.com/1471-2202/14/S1/P435/. [ Bibtex ] [ PDF ]
  • Saak V Ovsepian, Volker Steuber, Marie Le Berre, Liam O’Hara, Valerie B O’Leary, and J Oliver Dolly. A defined heteromeric KV1 channel stabilizes the intrinsic pacemaking and regulates the output of deep cerebellar nuclear neurons to thalamic targets. The Journal of physiology, 591(7):1771–1791, 2013. URL: http://dx.doi.org/10.1113/jphysiol.2012.249706. [ Bibtex ]
  • Thomas Pfeil, Andreas Grübl, Sebastian Jeltsch, Eric Müller, Paul Müller, Mihai A. Petrovici, Michael Schmuker, Daniel Brüderle, Johannes Schemmel, and Karlheinz Meier. Six networks on a universal neuromorphic computing substrate. Frontiers in Neuroscience, 7(February):11, jan 2013. URL: http://www.frontiersin.org/Journal/Abstract.aspx?ART{\_}DOI=10.3389/fnins.2013.00011{\&}name=neuromorphic{\_}engineering, arXiv:1210.7083, doi:10.3389/fnins.2013.00011. [ Bibtex ]
  • Thiago M Pinto, Maria J Schilstra, and Volker Steuber. Filamentous actin binding enables βCaMKII to regulate bidirectional plasticity in cerebellar Purkinje cells. BMC Neuroscience, 14(Suppl 1):P375, 2013. URL: http://dx.doi.org/10.1186/1471-2202-14-S1-P375. [ Bibtex ]
  • Aruna Shenoy, Neil Davey, and Ray Frank. Recognizing facial expressions: computational models and humans. In 2013 13th UK Workshop on Computational Intelligence (UKCI), 191–198. IEEE, 2013. URL: http://dx.doi.org/10.1109/UKCI.2013.6651305. [ Bibtex ]
  • Aruna Shenoy, Neil Davey, and Raymond Frank. Biologically plausible computational models for facial expression recognition. In 2013 5th Computer Science and Electronic Engineering Conference, CEEC 2013-Conference Proceedings. 2013. URL: http://dx.doi.org/10.1109/CEEC.2013.6659442. [ Bibtex ]
  • Volker Steuber and Dieter Jaeger. Modeling the generation of output by the cerebellar nuclei. Neural Networks, 47:112–119, 2013. URL: http://dx.doi.org/10.1016/j.neunet.2012.11.006. [ Bibtex ]
  • B Zurowski, F Hamm, C Metzner, H Scholand-Engler, A Wells, and F Hohagen. Cortical levels of GABA in patients with panic disorder are associated with the strength of metacognitive beliefs. In 2013 Proceedings of 2nd International Conference of Metacognitive Therapy. 2013. [ Bibtex ]

2012

  • Giseli de Sousa, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber. Evolving dendritic morphology and parameters in biologically realistic model neurons for pattern recognition. In International Conference on Artificial Neural Networks, 355–362. Springer, 2012. URL: http://dx.doi.org/10.1007/978-3-642-33269-2_45. [ Bibtex ]
  • Padraig Gleeson, Eugenio Piasini, Sharon Crook, Robert Cannon, Volker Steuber, Dieter Jaeger, Sergio Solinas, Egidio D’Angelo, and R Angus Silver. The Open Source Brain Initiative: enabling collaborative modelling in computational neuroscience. BMC Neuroscience, 13(1):1, 2012. URL: http://dx.doi.org/10.1186/1471-2202-13-S1-O7. [ Bibtex ]
  • Padraig Gleeson, Volker Steuber, R Angus Silver, and Sharon Crook. NeuroML. In Computational systems neurobiology, pages 489–517. Springer, 2012. URL: http://link.springer.com/chapter/10.1007/978-94-007-3858-4_16. [ Bibtex ]
  • Alex Metaxas, Reinoud Maex, Volker Steuber, Rod Adams, and Neil Davey. The effect of different types of synaptic plasticity on the performance of associative memory networks with excitatory and inhibitory sub-populations. In International Conference on Information Processing in Cells and Tissues, 136–142. Springer, 2012. URL: http://dx.doi.org/10.1007/978-3-642-28792-3_18. [ Bibtex ]
  • Christoph Metzner, Fabian Guth, Achim Schweikard, and Bartosz Zurowski. Spike-timing dependent plasticity facilitates excitatory/inhibitory disbalances in early phases of tinnitus manifestation. BMC Neuroscience, 13(1):1, 2012. URL: http://www.biomedcentral.com/1471-2202/13/S1/P1/. [ Bibtex ] [ PDF ]
  • Thiago M Pinto, Maria J Schilstra, and Volker Steuber. The effective calcium/calmodulin concentration determines the sensitivity of CaMKII to the frequency of calcium oscillations. In International Conference on Information Processing in Cells and Tissues, 131–135. Springer, 2012. URL: http://dx.doi.org/10.1007/978-3-642-28792-3_17. [ Bibtex ]

2011

2010

  • Giseli De Sousa, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber. Optimization of neuronal morphologies for pattern recognition. BMC Neuroscience, 11(1):1, 2010. URL: http://dx.doi.org/10.1186/1471-2202-11-S1-P80. [ Bibtex ] [ PDF ]
  • Padraig Gleeson, Angus Silver, and Volker Steuber. Computer Simulation Environments. Hippocampal microcircuits: a computational modeler's resource book. Springer Science & Business Media, 2010. URL: http://www.springer.com/series/8164. [ Bibtex ]
  • Christoph Metzner, Achim Schweikard, and Bartosz Zurowski. Context integration in visual processing: a computational model of center-surround suppression in the visual system. BMC Neuroscience, 11(1):1, 2010. URL: http://www.biomedcentral.com/1471-2202/11/S1/P100. [ Bibtex ] [ PDF ]
  • Nicolas Oros, Volker Steuber, Neil Davey, Lola Cañamero, and Rod Adams. Evolution of bistable dynamics in spiking neural controllers for agents performing olfactory attraction and aversion. BMC Neuroscience, 11(1):1, 2010. URL: http://dx.doi.org/10.1186/1471-2202-11-S1-P92. [ Bibtex ] [ PDF ]
  • Karen Safaryan, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber. The effect of non-specific LTD on pattern recognition in cerebellar Purkinje cells. BMC Neuroscience, 11(Suppl 1):118, 2010. URL: http://dx.doi.org/10.1186/1471-2202-11-S1-P118. [ Bibtex ] [ PDF ]
  • M. Schmuker and G. Schneider. Brain-like processing and classification of chemical data: An approach inspired by the sense of smell. IGI Global, 2010. ISBN 9781615209118. doi:10.4018/978-1-61520-911-8.ch015. [ Bibtex ]

2009

2008

  • David Bowes, RG Adams, Lola Cañamero, Volker Steuber, and Neil Davey. Receptor response and soma leakiness in a simulated spiking neural controller for a robot. In Procs of Artificial Neural Networks and Intelligent Information Processing Workshop (ANNIP 2008). INSTICC (Inst. Syst. Technologies Information Control and Communication), 2008. URL: http://uhra.herts.ac.uk/handle/2299/6832. [ Bibtex ] [ PDF ]
  • Weiliang Chen, Rod Adams, Lee Calcraft, Volker Steuber, and Neil Davey. Connectivity graphs and the performance of sparse associative memory models. In 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence), 2742–2749. IEEE, 2008. URL: http://dx.doi.org/10.1109/IJCNN.2008.4634183. [ Bibtex ] [ PDF ]
  • Giseli De Sousa, Rod Adams, Neil Davey, and Volker Steuber. Determinants of pattern recognition by cerebellar Purkinje cells. BMC Neuroscience, 9(1):1, 2008. URL: http://dx.doi.org/10.1186/1471-2202-9-S1-P67. [ Bibtex ] [ PDF ]
  • Padraig Gleeson, Volker Steuber, and R Angus Silver. Using neuroconstruct to develop and modify biologically detailed 3D neuronal network models in health and disease. Computational Neuroscience in Epilepsy, 2008. [ Bibtex ]
  • Cengiz Günay, Tomasz G Smolinski, William W Lytton, Thomas M Morse, Padraig Gleeson, Sharon Crook, Volker Steuber, Angus Silver, Horatiu Voicu, Peter Andrews, and others. Computational intelligence in electrophysiology: trends and open problems. In Applications of computational intelligence in biology, pages 325–359. Springer, 2008. URL: http://dx.doi.org/10.1007/978-3-540-78534-7_14. [ Bibtex ]
  • Nicolas Oros, RG Adams, Neil Davey, Lola Cañamero, and Volker Steuber. Encoding sensory information in spiking neural network for the control of autonomous agents. Proceedings of the 9th European Meeting on Cybernetics and Systems Research, Vienna, Austria, 2008. URL: http://uhra.herts.ac.uk/handle/2299/9885. [ Bibtex ] [ PDF ]
  • Nicolas Oros, Volker Steuber, Neil Davey, Lola Cañamero, and RG Adams. Optimal noise in spiking neural networks for the detection of chemicals by simulated agents. Artificial Life XI, 2008. URL: http://uhra.herts.ac.uk/handle/2299/9889. [ Bibtex ] [ PDF ]

2007

2006

2004

  • Michael Schmuker, Alireza Givehchi, and Gisbert Schneider. Impact of different software implementations on the performance of the Maxmin method for diverse subset selection. Molecular Diversity, 8:421–425, 2004. URL:. [ Bibtex ]
  • Volker Steuber, Erik De Schutter, and Dieter Jaeger. Passive models of neurons in the deep cerebellar nuclei: the effect of reconstruction errors. Neurocomputing, 58:563–568, 2004. URL: http://www.sciencedirect.com/science/article/pii/S0925231204001006. [ Bibtex ]
  • Volker Steuber and David Willshaw. A biophysical model of synaptic delay learning and temporal pattern recognition in a cerebellar Purkinje cell. Journal of computational neuroscience, 17(2):149–164, 2004. URL: http://link.springer.com/article/10.1023/B:JCNS.0000037678.26155.b5. [ Bibtex ] [ PDF ]

2001