2020

• Emil Dmitruk, Ritesh Kumar, Volker Steuber, Michael Schmuker, Carina Curto, Vladimir Itskov, and Shabnam Kadir. Texture-like neural representations. BMC Neuroscience, 2020. [ 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 ]
• 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 ]
• 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 ]
• Azeemsha Thacham-Poyil, Volker Steuber, and Farshid Amirabdollahian. Adaptive robot mediated upper limb training using electromyogram based muscle fatigue indicators. PLoS ONE, May 2020. © 2020 Thacham Poyil et al. This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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. © The Author(s) 2020. Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us. sagepub.com/en-us/nam/open-access-at-sage). 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. © 2020 The Author(s). This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article\textquoteright s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article\textquoteright s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. doi:10.1038/s41598-020-65870-9. [ Bibtex ]

2019

• 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 ]
• 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 ]
• 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

• 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. © Springer Nature Switzerland AG 2018. doi:10.1007/978-3-030-01418-6_30. [ 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. © Springer Nature Switzerland AG 2018. 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 ]
• 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. Accepted for publication in a forthcoming issue of Computational Psychiatry. 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 ]
• 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 ]
• 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 ]
• 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 ]
• 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 ]
• Karen Safaryan, Reinoud Maex, and Volker Steuber. The efect of ltp, ltd and non‑specifc ltd on the recognition of sparse noisy patterns in simplifed and detailed purkinje cell models. BMC Neuroscience, 18(1):P208, 2017. [ 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. Copyright © 2017. Published by Elsevier Inc. 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 ]

2016

• Alan Diamond, Thomas Nowotny, and Michael Schmuker. Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms. Frontiers in Neuroscience, 9(January):491, 2016. URL: http://journal.frontiersin.org/article/10.3389/fnins.2015.00491, doi:10.3389/fnins.2015.00491. [ Bibtex ]
• Alan Diamond, Michael Schmuker, A Z Berna, Stephen Trowell, and Thomas Nowotny. Classifying continuous, real-time e-nose sensor data using a bio-inspired spiking network modelled on the insect olfactory system. Bioinspiration & Biomimetics, 11(2):026002, feb 2016. URL: http://dx.doi.org/10.1088/1748-3190/11/2/026002, doi:10.1088/1748-3190/11/2/026002. [ Bibtex ]
• Julia Goncharenko, Neil Davey, Volker Steuber, and Maria Schilstra. The role of cerebellar short-term synaptic plasticity in the pathology and medication of downbeat nystagmus. BMC Neuroscience, 17(1):P51, 2016. URL: http://dx.doi.org/10.1186/s12868-016-0283-6, doi:10.1186/s12868-016-0283-6. [ Bibtex ]
• J Hagenah, E Werrmann, M Scharfschwerdt, F Ernst, and C Metzner. Prediction of individual prosthesis size for valve-sparing aortic root reconstruction based on geometric features. In Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, 3273–3276. IEEE, 2016. URL: http://dx.doi.org/10.1109/EMBC.2016.7591427. [ Bibtex ]
• Christoph Metzner, Achim Schweikard, and Bartosz Zurowski. Different oscillatory dynamics underlying gamma entrainment deficits in schizophrenia. BMC Neuroscience, 17(1):54, 2016. URL: http://dx.doi.org/10.1186/s12868-016-0283-6, doi:10.1186/s12868-016-0283-6. [ Bibtex ]
• Christoph Metzner, Achim Schweikard, and Bartosz Zurowski. Multifactorial modeling of impairment of evoked gamma range oscillations in schizophrenia. Frontiers in Computational Neuroscience, 2016. URL: http://dx.doi.org/10.3389/fncom.2016.00089. [ Bibtex ]
• T. Mäki-Marttunen, G. Halnes, A. Devor, Christoph Metzner, A. M. Dale, O. A. Andreassen, and G. T. Einevoll. Step-wise model fitting accounting for high-resolution spatial measurements: construction of a layer v pyramidal cell model with reduced morphology. BMC Neuroscience, 17(1):54, 2016. URL: http://dx.doi.org/10.1186/s12868-016-0283-6, doi:10.1186/s12868-016-0283-6. [ Bibtex ]
• Saak V Ovsepian, Marie LeBerre, Volker Steuber, Valerie B O'Leary, Christian Leibold, and J Oliver Dolly. Distinctive role of k v 1.1 subunit in the biology and functions of low threshold k+ channels with implications for neurological disease. Pharmacology & therapeutics, 159:93–101, 2016. URL: http://www.sciencedirect.com/science/article/pii/S0163725816000061. [ Bibtex ]
• Daniel Priori, Giseli de Sousa, Mauro Roisenberg, Christopher Stopford, Evelyn Hesse, Emmanuel Salawu, Neil Davey, and Yi Sun. Using machine learning techniques to recover prismatic cirrus ice crystal size from 2-dimensional light scattering patterns. In International Conference on Artificial Neural Networks, 372–379. Springer, 2016. URL: http://link.springer.com/chapter/10.1007/978-3-319-44781-0_44. [ Bibtex ]
• Maria Psarrou, Maria Schilstra, Neil Davey, Ben Torben-Nielsen, and Volker Steuber. Input-location dependent gain modulation in cerebellar nucleus neurons. BMC Neuroscience, 17:O7, 2016. URL: http://dx.doi.org/10.1186/s12868-016-0283-6, doi:10.1186/s12868-016-0283-6. [ Bibtex ]
• Michael Schmuker, Viktor Bahr, and Ramón Huerta. Exploiting plume structure to decode gas source distance using metal-oxide gas sensors. Sensors and Actuators B: Chemical, 235:636–646, nov 2016. URL: http://linkinghub.elsevier.com/retrieve/pii/S0925400516307833, doi:10.1016/j.snb.2016.05.098. [ Bibtex ]
• Alpa Shah, Yi Sun, Rod G Adams, Neil Davey, Simon C Wilkinson, and Gary P Moss. Support vector regression to estimate the permeability enhancement of potential transdermal enhancers. Journal of Pharmacy and Pharmacology, 68(2):170–184, 2016. URL: http://onlinelibrary.wiley.com/doi/10.1111/jphp.12508/full. [ Bibtex ]
• Ed Wakelam, Neil Davey, Yi Sun, Amanda Jefferies, and Parimala Alva. The Mining and Analysis of Data with Mixed Attribute Types, pages 32–37. 6 edition, 5 2016. [ Bibtex ] [ PDF ]

2015

• Parimala Alva, Lieke Kros, Oscar HJ Eelkman Rooda, Chris I De Zeeuw, Rod Adams, Neil Davey, Freek E Hoebeek, and Volker Steuber. Optimization of input parameters to a cn neuron model to simulate its activity during and between epileptic absence seizures. BMC Neuroscience, 16(1):1, 2015. URL: http://bmcneurosci.biomedcentral.com/articles/10.1186/1471-2202-16-S1-P280. [ Bibtex ]
• Parivash Ashrafi, Gary Moss, Simon C Wilkinson, Niel Davey, and Yi Sun. The application of machine learning to the modelling of percutaneous absorption: an overview and guide. SAR and QSAR in Environmental Research, 26(3):181–204, 2015. URL: http://dx.doi.org/10.1080/1062936X.2015.1018941. [ Bibtex ]
• Parivash Ashrafi, Yi Sun, Neil Davey, Rod Adams, Marc B Brown, Maria Prapopoulou, and Gary Moss. The importance of hyperparameters selection within small datasets. In 2015 International Joint Conference on Neural Networks (IJCNN), 1–8. IEEE, 2015. URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7280645. [ Bibtex ]
• Weam M. Binjumah, Alexey Redyuk, Neil Davey, Rod Adams, and Yi Sun. Reducing bit error rate of optical data transmission with neighboring symbol information using a linear support vector machine. In Proceedings of the ECMLPKDD 2015 Doctoral Consortium, Aalto University publication series SCIENCE + TECHNOLOGY; 12/2015, 272. Aalto University; Aalto-yliopisto, 2015. URL: http://urn.fi/URN:ISBN:978-952-60-6443-7. [ Bibtex ] [ PDF ]
• Giseli De Sousa, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber. Dendritic morphology predicts pattern recognition performance in multi-compartmental model neurons with and without active conductances. Journal of computational neuroscience, 38(2):221–234, 2015. URL: http://dx.doi.org/10.1007/s10827-014-0537-1. [ Bibtex ]
• Tara Dezhdar, Rabih A. Moshourab, Ingo Fründ, Gary R. Lewin, and Michael Schmuker. A Probabilistic Model for Estimating the Depth and Threshold Temperature of C-fiber Nociceptors. Scientific reports, 5(October):17670, dec 2015. URL: http://www.nature.com/articles/srep17670, doi:10.1038/srep17670. [ Bibtex ]
• J Hagenah, M Scharfschwerdt, A Schlaefer, and C Metzner. A machine learning approach for planning valve-sparing aortic root reconstruction. Current Directions in Biomedical Engineering, 1(1):361–365, 2015. URL: http://www.degruyter.com/view/j/cdbme.2015.1.issue-1/cdbme-2015-0089/cdbme-2015-0089.xml. [ Bibtex ]
• Alex Hocking, J.E Geach, Yi Sun, N. Davey, and Nancy Hine. Unsupervised image analysis & galaxy categorisation in multi-wavelength hubble space telescope images. In Proceedings of the ECMLPKDD 2015 Doctoral Consortium, Aalto University publication series SCIENCE + TECHNOLOGY; 12/2015, 272. Aalto University; Aalto-yliopisto, 2015. URL: http://urn.fi/URN:ISBN:978-952-60-6443-7. [ Bibtex ] [ PDF ]
• Kirsty Kidd, Neil Davey, Daniel Polani, James M Bower, and Volker Steuber. Using transfer entropy to study synaptic integration in purkinje cells. BMC Neuroscience, 16(Suppl 1):P236, 2015. URL: http://bmcneurosci.biomedcentral.com/articles/10.1186/1471-2202-16-S1-P236. [ Bibtex ]
• Lieke Kros, Oscar HJ Eelkman Rooda, Jochen K Spanke, Parimala Alva, Marijn N Dongen, Athanasios Karapatis, Else A Tolner, Christos Strydis, Neil Davey, Beerend HJ Winkelman, and others. Cerebellar output controls generalized spike-and-wave discharge occurrence. Annals of neurology, 77(6):1027–1049, 2015. URL: http://dx.doi.org/10.1002/ana.24399. [ Bibtex ]
• Christoph Metzner, Achim Schweikard, and Bartosz Zurowski. Modelling impairment of evoked gamma range oscillations in schizophrenia. BMC Neuroscience, 16(1):1, 2015. URL: http://www.biomedcentral.com/1471-2202/16/S1/P305. [ Bibtex ]
• Ankur Sinha, Neil Davey, Roderick Adams, and Volker Steuber. Structural plasticity and associative memory in balanced neural networks with spike-time dependent inhibitory plasticity. BMC Neuroscience, 16(1):1, 2015. URL: http://www.biomedcentral.com/1471-2202/16/S1/P235. [ Bibtex ]
• Volker Steuber. Modeling the generation of cerebellar nuclear spike output. The Neuronal Codes of the Cerebellum, pages 117, 2015. URL: https://books.google.co.uk/books?id=x9XUBQAAQBAJ&lpg=PA117&ots=ZT5ChqiwaW&lr&pg=PA117#v=onepage&q&f=false. [ Bibtex ]
• Edward Wakelam, Amanda Jefferies, Neil Davey, and Yi Sun. The potential for using artificial intelligence techniques to improve e-learning systems. In European Conference on e-Learning, 762. Academic Conferences International Limited, 2015. URL: http://uhra.herts.ac.uk/handle/2299/16546. [ Bibtex ]
• Borys Wróbel, Ahmed Abdelmotaleb, Neil Davey, and Volker Steuber. Animal control by spiking neural networks evolved with a genetic algorithm. BMC Neuroscience, 16(Suppl 1):P237, 2015. URL: http://bmcneurosci.biomedcentral.com/articles/10.1186/1471-2202-16-S1-P237. [ Bibtex ]
• Borys Wróbel, Ahmed Abdelmotaleb, Neil Davey, and Volker Steuber. Evolving small spiking neural networks to work as state machines for temporal pattern recognition. BMC Neuroscience, 16(1):1, 2015. URL: http://bmcneurosci.biomedcentral.com/articles/10.1186/1471-2202-16-S1-P238. [ Bibtex ]

2014

• Ahmed Abdelmotaleb, Neil Davey, Maria Schilstra, Volker Steuber, and Borys Wróbel. Evolving spiking neural networks for temporal pattern recognition in the presence of noise. Artificial Life 2014, 2014. URL: http://uhra.herts.ac.uk/handle/2299/14427. [ Bibtex ] [ PDF ]
• Parimala Alva, Lieke Kros, Oscar HJ Eelkman Rooda, Chris I De Zeeuw, Rod Adams, Neil Davey, Freek E Hoebeek, and Volker Steuber. Combining machine learning and simulations of a morphologically realistic model to study modulation of neuronal activity in cerebellar nuclei during absence epilepsy. BMC Neuroscience, 15(1):1, 2014. URL: http://dx.doi.org/10.1186/1471-2202-15-S1-P39. [ Bibtex ]
• Dimitris Bampasakis, Reinoud Maex, Neil Davey, and Volker Steuber. Determinants of gain modulation enabled by short-term depression at an inhibitory cerebellar synapse. BMC Neuroscience, 15(1):1, 2014. URL: http://dx.doi.org/10.1186/1471-2202-15-S1-O11. [ Bibtex ]
• Dimitris Bampasakis, Reinoud Maex, Neil Davey, and Volker Steuber. Multiplicative gain modulation arising from inhibitory synaptic plasticity in the cerebellar nuclei. Frontiers in Systems Neuroscience, 2014. URL: http://dx.doi.org/10.3389/conf.fnsys.2014.05.00013. [ Bibtex ]
• Weam M Binjumah, Yi Sun, Mark Hewitt, Rod Adams, Neil Davey, Darren R Gullick, Simon C Wilkinson, Mark Cronin, and Gary P Moss. Feature selection modelling for percutaneous absorption across synthetic membranes. In 2014 IEEE 26th International Conference on Tools with Artificial Intelligence, 1021–1025. IEEE, 2014. URL: http://dx.doi.org/10.1109/ICTAI.2014.155. [ Bibtex ]
• Giseli De Sousa, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber. Synaptic plasticity and pattern recognition in cerebellar purkinje cells. In The Computing Dendrite, pages 433–448. Springer, 2014. URL: http://dx.doi.org/10.1007/978-1-4614-8094-5_26. [ Bibtex ]
• J Hagenah, M Scharfschwerdt, C Metzner, A Schlaefer, HH Sievers, and Achim Schweikard. An approach for patient specific modeling of the aortic valve leaflets. BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2014. URL: http://uhra.herts.ac.uk/handle/2299/16871. [ Bibtex ]
• Kirsty Kidd, James M Bower, Daniel Polani, Neil Davey, and Volker Steuber. Information theoretical analysis of differences in information transmission in cerebellar purkinje cells across species. BMC Neuroscience, 15(1):1, 2014. URL: http://dx.doi.org/10.1186/1471-2202-15-S1-P40. [ Bibtex ]
• Christoph Metzner. Coding in the olfactory system: linking realistic and abstract models. Flavour, 3(1):1, 2014. URL: http://flavourjournal.biomedcentral.com/articles/10.1186/2044-7248-3-S1-P10. [ Bibtex ]
• Christoph Metzner, Achim Schweikard, and Bartosz Zurowski. Computational multifactoriality in a detailed neural network model resembling centre-surround suppression deficits in schizophrenia. BMC Neuroscience, 15(Suppl 1):P1, 2014. URL: http://www.biomedcentral.com/1471-2202/15/S1/P1/. [ Bibtex ]
• Thiago M Pinto, Maria J Schilstra, Volker Steuber, and Antonio C Roque. Βcamkii regulates bidirectional long-term plasticity in cerebellar purkinje cells by a camkii/pp2b switch mechanism. BMC Neuroscience, 15(1):1, 2014. URL: http://dx.doi.org/10.1186/1471-2202-15-S1-P58. [ Bibtex ]
• Michael Schmuker, Amir Mamlouk, and Tim C Pearce. 1st International Workshop on Odor Spaces. Flavour, 3(Suppl 1):I1, 2014. URL: http://www.flavourjournal.com/content/3/S1/I1, doi:10.1186/2044-7248-3-S1-I1. [ Bibtex ]
• Michael Schmuker, Thomas Pfeil, and Martin Paul Nawrot. A neuromorphic network for generic multivariate data classification. Proceedings of the National Academy of Sciences of the United States of America, 111(6):2081–2086, feb 2014. URL: http://www.pnas.org/cgi/doi/10.1073/pnas.1303053111, doi:10.1073/pnas.1303053111. [ Bibtex ]
• Jan Soelter, Jan Schumacher, Hartwig Spors, and Michael Schmuker. Automatic segmentation of odor maps in the mouse olfactory bulb using regularized non-negative matrix factorization. NeuroImage, 98:279–288, apr 2014. URL: http://dx.doi.org/10.1016/j.neuroimage.2014.04.041, doi:10.1016/j.neuroimage.2014.04.041. [ Bibtex ]
• Antonia Strutz, Jan Soelter, Amelie Baschwitz, Abu Farhan, Veit Grabe, Jürgen Rybak, Markus Knaden, Michael Schmuker, Bill S Hansson, and Silke Sachse. Decoding odor quality and intensity in the Drosophila brain. eLife, 3:e04147, dec 2014. URL: http://elifesciences.org/lookup/doi/10.7554/eLife.04147, doi:10.7554/eLife.04147. [ Bibtex ]

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

• Lee Calcraft, Reinoud Maex, Neil Davey, and Volker Steuber. The beneficial effects of non-specific synaptic plasticity for pattern recognition in auto-associative memory. BMC Neuroscience, 12(1):1, 2011. URL: http://dx.doi.org/10.1186/1471-2202-12-S1-P316. [ Bibtex ] [ PDF ]
• Weiliang Chen, Reinoud Maex, Rod Adams, Volker Steuber, Lee Calcraft, and Neil Davey. Clustering predicts memory performance in networks of spiking and non-spiking neurons. Frontiers in computational neuroscience, 5:14, 2011. URL: http://dx.doi.org/10.3389/fncom.2011.00014. [ Bibtex ] [ PDF ]
• Yi-Chun Chen, Dushyant Mishra, Linda Schmitt, Michael Schmuker, and Bertram Gerber. A Behavioral Odor Similarity "Space" in Larval Drosophila. Chemical Senses, 36(3):237–249, mar 2011. URL: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=3038273{\&}tool=pmcentrez{\&}rendertype=abstract, doi:10.1093/chemse/bjq123. [ Bibtex ] [ PDF ]
• Giseli De Sousa, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber. The effect of dendritic morphology on pattern recognition in the presence of active conductances. BMC Neuroscience, 12(1):1, 2011. URL: http://dx.doi.org/10.1186/1471-2202-12-S1-P315. [ Bibtex ] [ PDF ]
• Claire Eschbach, Katrin Vogt, Michael Schmuker, and Bertram Gerber. The Similarity between Odors and Their Binary Mixtures in Drosophila. Chemical senses, 36(7):613–21, sep 2011. URL: http://www.chemse.oxfordjournals.org/cgi/doi/10.1093/chemse/bjr016, doi:10.1093/chemse/bjr016. [ Bibtex ]
• Chris Hausler, Martin Paul Nawrot, and Michael Schmuker. A spiking neuron classifier network with a deep architecture inspired by the olfactory system of the honeybee. In 2011 5th International IEEE/EMBS Conference on Neural Engineering, 198–202. IEEE, apr 2011. URL: http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=5910522, doi:10.1109/NER.2011.5910522. [ Bibtex ]
• Johannes Luthman, Freek E Hoebeek, Reinoud Maex, Neil Davey, Rod Adams, Chris I De Zeeuw, and Volker Steuber. Std-dependent and independent encoding of input irregularity as spike rate in a computational model of a cerebellar nucleus neuron. The Cerebellum, 10(4):667–682, 2011. URL: http://dx.doi.org/10.1007/s12311-011-0295-9. [ Bibtex ] [ PDF ]
• Christoph Metzner, Melea Menzinger, Achim Schweikard, and Bartosz Zurowski. Early signs of tinnitus in a simulation of the mammalian primary auditory cortex. BMC Neuroscience, 12(Suppl 1):P383, 2011. URL: http://www.biomedcentral.com/1471-2202/12/S1/P383. [ Bibtex ] [ PDF ]
• Christoph Metzner, Achim Schweikard, and Bartosz Zurowski. Neurochemicalmechanismsofperceptualdeficits in schizophrenic patients: a spiking neural network approach. 2011. URL: http://www.cureus.com/posters/147-neurochemical-mechanisms-of-perceptual-deficits-in-schizophrenic-patients---a-spiking-neural-network-approach. [ Bibtex ] [ PDF ]
• Christoph Metzner, Achim Schweikard, and Bartosz Zurowski. Towards realistic receptive field properties in a biologically inspired spiking network model of the mammalian primary visual cortex. Front Comput Neurosci, 2011. URL: http://www.frontiersin.org/10.3389/conf.fncom.2011.53.00066/event_abstract. [ Bibtex ]
• Karen Safaryan, Reinoud Maex, Rod Adams, Neil Davey, and Volker Steuber. Non-specific ltd at parallel fibre-purkinje cell synapses in cerebellar cortex provides robustness against local spatial noise during pattern recognition. BMC Neuroscience, 12(Suppl 1):P314, 2011. URL: http://dx.doi.org/10.1186/1471-2202-12-S1-P314. [ Bibtex ] [ PDF ]
• Michael Schmuker, Daniel Brüderle, Sven Schrader, and Martin Paul Nawrot. Ten thousand times faster: Classifying multidimensional data on a spiking neuromorphic hardware system. In Frontiers in Computational Neuroscience Conference Abstract: BC11 : Computational Neuroscience & Neurotechnology Bernstein Conference & Neurex Annual Meeting 2011, volume 5. 2011. URL: http://www.frontiersin.org/Community/AbstractDetails.aspx?ABS{\_}DOI=10.3389/conf.fncom.2011.53.00109, doi:10.3389/conf.fncom.2011.53.00109. [ Bibtex ]
• Michael Schmuker and Gisbert Schneider. Brain-like Processing and Classification of Chemical Data: An Approach Inspired by the Sense of Smell. In Huma Lodhi and Yoshihiro Yamanishi, editors, Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques, pages 289–303. IGI Global, Hershey, PA, 2011. [ Bibtex ]
• Michael Schmuker, Nobuhiro Yamagata, Martin Paul Nawrot, and Randolf Menzel. Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee. Frontiers in neuroengineering, 4:17, jan 2011. URL: http://www.frontiersin.org/neuroengineering/10.3389/fneng.2011.00017/abstract, doi:10.3389/fneng.2011.00017. [ Bibtex ]
• Volker Steuber, Nathan W Schultheiss, R Angus Silver, Erik De Schutter, and Dieter Jaeger. Determinants of synaptic integration and heterogeneity in rebound firing explored with data-driven models of deep cerebellar nucleus cells. Journal of computational neuroscience, 30(3):633–658, 2011. URL: http://dx.doi.org/10.1007/s10827-010-0282-z. [ Bibtex ] [ PDF ]

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

• David Bowes, Rod Adams, Lola Canamero, Volker Steuber, and Neil Davey. The role of lateral inhibition in the sensory processing in a simulated spiking neural controller for a robot. In 2009 IEEE Symposium on Artificial Life, 179–183. IEEE, 2009. URL: http://dx.doi.org/10.1109/ALIFE.2009.4937710. [ Bibtex ] [ PDF ]
• Weiliang Chen, Reinoud Maex, Rod Adams, Volker Steuber, Lee Calcraft, and Neil Davey. Connection strategies in associative memory models with spiking and non-spiking neurons. In International Conference on Adaptive and Natural Computing Algorithms, 42–51. Springer, 2009. URL: http://dx.doi.org/10.1007/978-3-642-04921-7_5. [ Bibtex ] [ PDF ]
• Erik De Schutter and Volker Steuber. Patterns and pauses in purkinje cell simple spike trains: experiments, modeling and theory. Neuroscience, 162(3):816–826, 2009. URL: http://dx.doi.org/10.1016/j.neuroscience.2009.02.040. [ Bibtex ]
• Giseli De Sousa, Rod Adams, Neil Davey, Reinoud Maex, and Volker Steuber. The effect of different forms of synaptic plasticity on pattern recognition in the cerebellar cortex. In International Conference on Adaptive and Natural Computing Algorithms, 413–422. Springer, 2009. URL: http://dx.doi.org/10.1007/978-3-642-04921-7_42. [ Bibtex ] [ PDF ]
• Johannes Luthman, Rod Adams, Neil Davey, Reinoud Maex, and Volker Steuber. Decoding of purkinje cell pauses by deep cerebellar nucleus neurons. BMC Neuroscience, 10(1):P105, 2009. URL: http://dx.doi.org/10.1186/1471-2202-10-S1-P105. [ Bibtex ] [ PDF ]
• Reinoud Maex and Volker Steuber. The first second: models of short-term memory traces in the brain. Neural Networks, 22(8):1105–1112, 2009. URL: http://dx.doi.org/10.1016/j.neunet.2009.07.022. [ Bibtex ]
• Nicolas Oros, Volker Steuber, Neil Davey, Lola Cañamero, and Rod Adams. Evolution of bilateral symmetry in agents controlled by spiking neural networks. In 2009 IEEE Symposium on Artificial Life, 116–123. IEEE, 2009. URL: http://dx.doi.org/10.1109/ALIFE.2009.4937702. [ Bibtex ] [ PDF ]
• Jason S Rothman, Laurence Cathala, Volker Steuber, and R Angus Silver. Synaptic depression enables neuronal gain control. Nature, 457(7232):1015–1018, 2009. URL: http://dx.doi.org/10.1038/nature07604. [ Bibtex ]
• Michael Schmuker, Nobuhiro Yamagata, and Randolf Menzel. Differential processing through distinct network properties in two parallel olfactory pathways. In Frontiers in Computational Neuroscience Conference Abstract: Bernstein Conference on Computational Neuroscience, volume 3. Frankfurt/Main, 2009. URL: http://www.frontiersin.org/10.3389/conf.neuro.10.2009.14.072/event{\_}abstract, doi:10.3389/conf.neuro.10.2009.14.072. [ Bibtex ]
• Nobuhiro Yamagata, Michael Schmuker, Paul Szyszka, Makoto Mizunami, and Randolf Menzel. Differential odor processing in two olfactory pathways in the honeybee. Frontiers in Systems Neuroscience, 3:16, 2009. URL: http://frontiersin.org/systemsneuroscience/paper/10.3389/neuro.06/016.2009/, doi:10.3389/neuro.06.016.2009. [ Bibtex ]

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

• Weiliang Chen, RG Adams, L Calcraft, N Davey, and Volker Steuber. High capacity associative memory with bipolar and binary, biased patterns. Proceedings of UKCI, London, 2007. URL: http://uhra.herts.ac.uk/handle/2299/769. [ Bibtex ] [ PDF ]
• Padraig Gleeson, Sharon Crook, Volker Steuber, and R Angus Silver. Using neuroml and neuroconstruct to build neuronal network models for multiple simulators. BMC Neuroscience, 8(2):P1, 2007. [ Bibtex ] [ PDF ]
• Padraig Gleeson, Volker Steuber, and R Angus Silver. Neuroconstruct: a tool for modeling networks of neurons in 3d space. Neuron, 54(2):219–235, 2007. URL: http://www.sciencedirect.com/science/article/pii/S0896627307002486. [ Bibtex ] [ PDF ]
• Steffen Renner, Mirko Hechenberger, Tobias Noeske, Alexander Böcker, Claudia Jatzke, Michael Schmuker, Christopher G Parsons, Tanja Weil, and Gisbert Schneider. Searching for drug scaffolds with 3D pharmacophores and neural network ensembles. Angewandte Chemie (International ed. in English), 46(28):5336–9, 2007. URL: http://www.ncbi.nlm.nih.gov/pubmed/17604383, doi:10.1002/anie.200604125. [ Bibtex ]
• Michael Schmuker, Marien de Bruyne, Melanie Hähnel, and Gisbert Schneider. Predicting olfactory receptor neuron responses from odorant structure. Chemistry Central journal, 1:11, 2007. URL: http://www.ncbi.nlm.nih.gov/pubmed/17880742, doi:10.1186/1752-153X-1-11. [ Bibtex ]
• Michael Schmuker and Gisbert Schneider. Processing and classification of chemical data inspired by insect olfaction. Proceedings of the National Academy of Sciences, 104(51):20285–20289, 2007. URL: http://www.pnas.org/content/104/51/20285.long, doi:10.1073/pnas.0705683104. [ Bibtex ]
• Michael Schmuker, Florian Schwarte, André Brück, Ewgenij Proschak, Yusuf Tanrikulu, Alireza Givehchi, Kai Scheiffele, and Gisbert Schneider. SOMMER: self-organising maps for education and research. Journal of molecular modeling, 13(1):225–8, jan 2007. URL: http://www.ncbi.nlm.nih.gov/pubmed/17024412, doi:10.1007/s00894-006-0140-0. [ Bibtex ]
• Volker Steuber, Wolfgang Mittmann, Freek E Hoebeek, R Angus Silver, Chris I De Zeeuw, Michael Häusser, and Erik De Schutter. Cerebellar ltd and pattern recognition by purkinje cells. Neuron, 54(1):121–136, 2007. URL: http://www.sciencedirect.com/science/article/pii/S0896627307002115. [ Bibtex ] [ PDF ]

2006

• Michael Meissner, Michael Schmuker, and Gisbert Schneider. Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training. BMC bioinformatics, 7:125, 2006. URL: http://www.ncbi.nlm.nih.gov/pubmed/16529661, doi:10.1186/1471-2105-7-125. [ Bibtex ]
• Volker Steuber, David Willshaw, and Arjen Van Ooyen. Generation of time delays: simplified models of intracellular signalling in cerebellar purkinje cells. Network: Computation in Neural Systems, 17(2):173–191, 2006. URL: http://www.tandfonline.com/doi/abs/10.1080/09548980500520328?journalCode=inet20#. [ Bibtex ] [ PDF ]

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

• Jochen Zuegge, Stuart Ralph, Michael Schmuker, Geoffrey I McFadden, and Gisbert Schneider. Deciphering apicoplast targeting signals–feature extraction from nuclear-encoded precursors of plasmodium falciparum apicoplast proteins. Gene, 280(1):19–26, 2001. URL: http://www.sciencedirect.com/science/article/pii/S0378111901007764. [ Bibtex ]