- A 224, Portland Sq, Drake Circus, Plymouth, PL4 8AA
- +44 1752 584949
- R.Borisyuk@plymouth.ac.uk
Profiles
Professor Roman Borisyuk
Visiting Professor
School of Engineering, Computing and Mathematics (Faculty of Science and Engineering)
Biography
Biography
Professor of Computational Neuroscience
School of Computing and Mathematics
Centre for Robotics and Neural Systems
Qualifications
Diploma of Higher Education in Mathematics (equivalent to MSc) from Moscow State University, USSR, 1973
Candidate of Physical and Mathematical Sciences in Biophysics and Mathematical Biology (equivalent to PhD) from the Institute of Biological Physics of the USSR Academy of Sciences, 1984
Doctor of Physical and Mathematical Sciences in Biophysics and Mathematical Biology (equivalent to DSc) from the Institute of Experimental and Theoretical Biophysics of the Russian Academy of Sciences, 1996.
BACKGROUND
I have been working in the field of neural networks, mathematical and computational neuroscience since 1973. The main direction of my research has been related to modelling the functional behaviour of structures in the central nervous system. I was among the first in the world to apply new mathematical tools – multidimensional interacting Markovian processes and fields - to the analysis of dynamical regimes in stochastic neural networks.
I was engaged at Moscow in pioneer research concerned with developing numerical algorithms to investigate the bifurcations of steady states and limit cycles in nonlinear dynamical systems under parameter variation. These investigations showed that cooperative effects like physical phase-transitions and synchronisation phenomena occur normally in biological neural networks despite a very chaotic spike activity of single neurons. In addition, metastable states of neural networks were proved to be useful to model short-term memory in a series of theoretical and simulation works.
RESEARCH GOALSI am currently study neurodynamics and synchronisation in neural networks with various types of elements and architectures. The rhythm and waves in the brain are of special interest. The fulfilment of this program will form a unified approach to the modelling of various cognitive functions such as attention, memory, and decision making.
Another important direction of my research relates to the “structure – function” problem. In collaboration with neurobiologists from Universities of Bristol and St Andrews we are developing biologically realistic detailed anatomical and physiological models of the tadpole nervous system which are able to execute information processing and control swimming behaviour.
Professional membership
1990-2000 Member of International Neural Network Society
2000-date Member of Society for Industrial and Applied Mathematics (SIAM)
1990-date Member of the Russian Neural Network Society
2003-date Memeber of Theoretical (Mathematical) Neuroscience Network (supported by Leverhulme Trust, EPSRC)
Roles on external bodies
1990-date Member of Editorial Board of "Neural Networks" - the official Journal of International Neural Network Society (Elsevier)
2005-date Member of Editorial Board of "Cognitive Neurodynamics" journal (Springer)
2002-2012 Member of Editorial Board of International Journal of Integrative Neuroscience (Imperial College Press)
2006-date Member of Scientific Council, European Complex Systems Society
1990-2010 Member of Executive Board of the Russian Neural Network Society
2003-date Member of Scientific Panels, European Commission, Brussels
2010-date Member of EPSRC college
1985-96 Member of Scientific Council of Institute of Mathematical Problems of Biology of the Russian Academy of Sciences
Scholarship from NSF, Invited Visiting Professor, Mathematical Biosciences Institute, Ohio State University, Columbus, Ohio, USA, April-June 2003
Teaching
Teaching
Teaching interests
Mathematical and Computational Neuroscience
Mathematical Modelling
Dynamical Systems
Bifurcation Theory
Research
Research
Research interests
CURRENT PROJECTS
Study of tadpole nervous system
In collaboration with University of Bristol and University of St Andrews. Supported by BBSRC grants 2009,-2012, 2014-2017.
Borisyuk R., Al Azad A.K., Conte D., Roberts A., Soffe S.R. (2011) Modeling the connectome of a simple spinal cord. Front Neuroinform. 2011;5:20
Li W.-C., Cooke T., Sautois B., Soffe S., Borisyuk R., Roberts A. (2007) Axon and dendrite geography predict the specificity of synaptic connections in a functioning spinal cord network. Neural Development, 2:17
Roberts A., Conte D., Hull M., Merrison R., Al Azad A.K., Buhl E., Borisyuk R., Soffe S.R. (2014) Building the early nervous system: simple rules control development of a vertebrate connectome generating behaviour. Journal of Neuroscience
Mathematical and computational modelling of the Basal Ganglia in norm and Parkinson disease including models of Deep Brain Stimulation
In collaboration with Imperial College London; Freiburg University; Toronto University; and Institute of Mathematics of the Ukrainian Academy of Sciences. Supported by the Faculty of Science and Technology studentship (2011-2014).
Merrison-Hort RJ, Yousif N, Njap F, Hofmann UG, Burylko O, Borisyuk R. (2013) An interactive channel model of the Basal Ganglia: Bifurcation analysis under healthy and Parkinsonian conditions. J Math Neurosci. 3(1):14
Yousif N, Borisyuk R., Pavese N, Nandi D, Bain P. (2012) Spatiotemporal visualization of deep brain stimulation-induced effects in the subthalamic nucleus. Eur J Neurosci., 36(2):2252-9
Synchronization based modelling of cognitive functions
In collaboration with Institute of Mathematical Problems in Biology, Russian Academy of Science, Frankfurt Institute for Advanced Studies, Max-Plank-Institute for Brain Research, Humboldt University. Supported by the University of Plymouth studentship, EU CogNovo project, 2014-2018 (Project Leader – Prof. Sue Denham)
Borisyuk R., Chik D., Kazanovich Y., da Silva Gomes J. (2013) Spiking neural network model for memorizing sequences with forward and backward recall. Bio Systems; 112(3):214-23.
Chik D, Borisyuk R, Kazanovich Y. (2009) Selective attention model with spiking elements. Neural Networks, 22:890-900
Borisyuk R., Kazanovich Y., Chik D., Tikhanoff V. and Cangelosi A. (2009). A neural model of selective attention and object segmentation in the visual scene: An approach based on partial synchronization and star-like architecture of connections. Neural Networks, 22(5-6):707-19
Borisyuk R., Chik D, Kazanovich Y. (2009). Visual perception of ambiguous figures: synchronization based neural models. Biological Cybernetics,100(6):491- 504
Development of new methods for spike train analysis
In collaboration with SoC&M (Dr Liz Stuart) and University of Newcastle. Supported by EPSRC CARMEN grant
Masud MS, Borisyuk R. (2011) Statistical technique for analysing functional connectivity of multiple spike trains. J Neurosci Methods. 196(1):201-19.
Somerville J, Stuart L, Sernagor E, Borisyuk R. (2010) iRaster: a novel information visualization tool to explore spatiotemporal patterns in multiple spike trains. J Neurosci Methods. 194(1):158-71
Complex nonlinear dynamics and bifurcations of coupled oscillators
In collaboration with Institute of Mathematical Problems in Biology, Russian Academy of Science and Institute of Mathematics, Ukrainian Academy of Science; Supported by the Travel grants from the Royal Society (2010) and Plymouth University (2012).
Kazanovich Y, Burylko O., Borisyuk R. (2013) Competition for synchronization in a phase oscillator system. PhysicaD, 261, 114-124.
Burylko O., Kazanovich Y., Borisyuk R. (2012) Bifurcations in phase oscillator networks with a central element. PhysicaD, 241 (12), 1072-1089.
Research degrees awarded to supervised students
Second supervisor:
Martin Walter, PhD, 2005
Nada Yosif, PhD, 2005
Martin Coath, PhD, 2005
Publications
Publications
Key publications
Key publications are highlighted
Journals
Articles
(2023) 'From phase advance to phase delay: Flexible coordination between neuronal rhythms by the duration of synaptic input' Physical Review Research 5, (3) , DOI
(2023) 'Mechanisms Underlying the Recruitment of Inhibitory Interneurons in Fictive Swimming in Developing<i>Xenopus laevis</i>Tadpoles' The Journal of Neuroscience 43, (8) 1387-1404 , DOI
(2021) 'From decision to action: Detailed modelling of frog tadpoles reveals neuronal mechanisms of decision-making and reproduces unpredictable swimming movements in response to sensory signals' PLOS Computational Biology 17, (12) e1009654-e1009654 , DOI
(2021) 'A computational model of familiarity detection for natural pictures, abstract images, and random patterns: Combination of deep learning and anti-Hebbian training' Neural Networks 143, 628-637 , DOI
(2021) 'A simple method defines 3D morphology and axon projections of filled neurons in a small CNS volume: Steps toward understanding functional network circuitry' Journal of Neuroscience Methods 351, 109062-109062 , DOI
(2020) 'Tadpole VR: virtual reality visualization of a simulated tadpole spinal cord' Virtual Reality , DOI Open access
(2020) 'A Population Model of Deep Brain Stimulation in Movement Disorders From Circuits to Cells' Frontiers in Human Neuroscience 14, , DOI
(2019) 'The decision to move: response times, neuronal circuits and sensory memory in a simple vertebrate' Proceedings of the Royal Society B: Biological Sciences 286, (1899) 20190297-20190297 , DOI Open access
(2018) 'A simple decision to move in response to touch reveals basic sensory memory and mechanisms for variable response times' The Journal of Physiology , DOI Open access
(2018) 'Bifurcations of Limit Cycles in a Reduced Model of the Xenopus Tadpole Central Pattern Generator' Journal of Mathematical Neuroscience 8, (10) , DOI Open access
(2018) 'Structural and functional properties of a probabilistic model of neuronal connectivity in a simple locomotor network' Elife 7, , DOI Open access
(2018) 'Winner-take-all in a phase oscillator system with adaptation' Scientific Reports 8, (1) , DOI Open access
(2017) 'To swim or not to swim: A population-level model of Xenopus tadpole decision making and locomotor behaviour' Biosystems 161, 3-14 , DOI Open access
(2017) 'Studying the role of axon fasciculation during development in a computational model of the Xenopus tadpole spinal cord' Scientific Reports 7, , DOI Open access
(2017) 'Advanced Correlation Grid: Analysis and Visualisation of Functional Connectivity among Multiple Spike Trains' Journal of Neuroscience Methods , DOI Open access
(2017) 'To the memory of Èmmanuil Èl'evich Shnol'' Russian Mathematical Surveys 72, (1) 185-198 , DOI
(2017) 'A Network Model of Local Field Potential Activity in Essential Tremor and the Impact of Deep Brain Stimulation' PLOS Computational Biology 13, (1) 0-0 , DOI Open access
(2016) 'Reaction times in visual search can be explained by a simple model of neural synchronization' Neural Networks 87, 1-7 , DOI Open access
(2015) 'The functional significance of fasciculation and repulsion in a computational model of axon growth' BMC Neuroscience 16, (S1) , DOI
(2014) 'Bifurcation study of phase oscillator systems with attractive and repulsive interaction' PHYSICAL REVIEW E 90, (2) , DOI Open access
(2014) 'Bifurcation analysis of anti-phase oscillations and synchrony in the tadpole central pattern generator' BMC Neuroscience 15, (S1) , DOI
(2014) 'The dynamic separation of pallidal neurons into anti-phase oscillatory groups under Parkinsonian conditions in a computational model' BMC Neuroscience 15, (S1) , DOI
(2014) 'The generation of antiphase oscillations and synchrony by a rebound-based vertebrate central pattern generator' J Neurosci 34, (17) 6065-6077 , DOI Open access
(2014) 'Can simple rules control development of a pioneer vertebrate neuronal network generating behavior?' J Neurosci 34, (2) 608-621 , DOI Open access
(2014) 'A developmental approach to predicting neuronal connectivity from small biological datasets: a gradient-based neuron growth model' PLoS One 9, (2) , DOI Open access
(2013) 'The emergence of two anti-phase oscillatory neural populations in a computational model of the Parkinsonian globus pallidus' FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 7, , DOI Open access
(2013) 'Competition for synchronization in a phase oscillator system' PHYSICA D-NONLINEAR PHENOMENA 261, 114-124 , DOI
(2013) 'An interactive channel model of the Basal Ganglia: bifurcation analysis under healthy and parkinsonian conditions' J Math Neurosci 3, (1) , DOI Open access
(2013) 'Spiking neural network model for memorizing sequences with forward and backward recall' Biosystems 112, (3) 214-223 , DOI
(2012) 'Spatiotemporal visualization of deep brain stimulation-induced effects in the subthalamic nucleus' Eur J Neurosci 36, (2) 2252-2259 , DOI
(2012) 'Bifurcations in phase oscillator networks with a central element' PHYSICA D-NONLINEAR PHENOMENA 241, (12) 1072-1089 , DOI
(2011) 'Modelling the connectome of a simple spinal cord' Frontiers in Neuroinformatics 5, Publisher Site , DOI
(2011) 'Gradient based spinal cord axogenesis and locomotor connectome of the hatchling Xenopus tadpole' BMC Neuroscience 12, (S1) , DOI
(2011) 'Statistical technique for analysing functional connectivity of multiple spike trains' J Neurosci Methods 196, (1) 201-219 , DOI
(2011) 'Statistical technique for analysing functional connectivity of multiple spike trains' J Neurosci Methods 196, (1) 201-219 , DOI
(2010) 'iRaster: a novel information visualization tool to explore spatiotemporal patterns in multiple spike trains' J Neurosci Methods 194, (1) 158-171 , DOI
(2009) 'Spiking neural network models for memorizing sequences with forward and backward recall' BMC Neuroscience 10, (S1) , DOI
(2009) 'Visual perception of ambiguous figures: synchronization based neural models' Biol Cybern 100, (6) 491-504 , DOI
(2009) 'Visual perception of ambiguous figures: synchronization based neural models' Biol Cybern 100, (6) 491-504 , DOI
(2009) 'SELECTIVE ATTENTION MODEL OF MOVING OBJECTS' NEURAL NETWORK WORLD 19, (5) 429-445
(2009) 'A neural model of selective attention and object segmentation in the visual scene: an approach based on partial synchronization and star-like architecture of connections' Neural Netw 22, (5-6) 707-719 , DOI
(2009) 'Modulated Renewal Process and Statistical Analysis of Multiple Spike-Trains' Frontiers in Neuroinformatics 3, , DOI
(2008) 'Modeling perceptual multi-stability with Hodgkin-Huxley neurons' BMC Neuroscience 9, (S1) , DOI
(2008) 'Stochasticity and functionality of neural systems: mathematical modelling of axon growth in the spinal cord of tadpole' Biosystems 93, (1-2) 101-114 , DOI
(2007) 'International symposium: theory and neuroinformatics in research related to deep brain stimulation' Expert Rev Med Devices 4, (5) 587-589 , DOI
(2007) 'Axon and dendrite geography predict the specificity of synaptic connections in a functioning spinal cord network' Neural Development 2, 17-17 Open access
(2007) 'Metastable states, phase transitions, and persistent neural activity' Biosystems 89, (1-3) 30-37
(2006) 'An oscillatory model of multiple object tracking' Neural Computation 18 (6), 1413-1440 , DOI
(2006) 'Oscillations and waves in the models of interactive neural populations' Biosystems 86, (1-3) 53-62
(2005) 'Forecasting the 2005 General Election: A Neural Network Approach' British Journal of Politics and International Relations 7, 199-209 , DOI
(2005) 'Models of the hippocampal theta rhythm. , :' Journal of High Nervous Activity (Zhurnal visshei nervnoi deytel’nosti) (in Russian) 54, 83-98
(2005) 'The correlation grid: analysis of synchronous spiking in multi-dimensional spike train data and identification of feasible connection architectures' Biosystems 79, (1-3) 223-233
(2005) 'Neural connectivity and dynamical regimes of neural activity in a network of interactive populations' Brain, Vision, and Artificial Intelligence, Proceedings 3704, 39-48
(2005) 'The correlation grid: analysis of synchronous spiking in multi-dimensional spike train data and identification of feasible connection architectures' Biosystems 79, (1-3) 223-233 , DOI Open access
(2004) 'Oscillatory model of attention-guided object selection and novelty detection' Neural Networks 17 (7), 899-915 , DOI
(2004) 'The Representation of Neural Data using Visualization' Information Visualization 3 (4), 245-256 , DOI Open access
(2004) 'A theory of epineuronal memory' Neural Networks 17, (10) 1427-1436
(2004) 'Designing an oscillatory model of brain cognitive functions' Connectionist Models of Cognition and Perception Ii 15, 285-294
(2004) 'Simulation of the hippocampal theta rhythm' Zhurnal Vysshei Nervnoi Deyatelnosti Imeni I P Pavlova 54, (1) 85-100
(2004) 'The correlation grid: analysis of synchronous spiking in multi-dimensional spike train data and identification of feasible connection architectures' Biosystems 79, (1-3) 223-233 , DOI
(2003) 'Oscillatory neural network model of attention focus formation and control' Biosystems 71, (1-2) 29-38
(2003) 'Synchronization in oscillator systems with a central element and phase shifts' Progress of Theoretical Physics 110, (6) 1047-1057
(2002) 'Oscillatory activity in the neural networks of spiking elements' Biosystems 67 (1-3), 3-16 , DOI
(2002) 'Modelling the dynamics of neural activity and information processing in the brain: the results of the decade' Uspekhi fizicheskih nauk – Physica - Uspekhi 172, (10) 1189-1214
(2002) 'Object selection by an oscillatory neural network' Biosystems 67, (1-3) 103-111
(2002) 'Special issue - Papers presented at the International Workshop on NEURONAL CODING '01 - Plymouth, UK 9-14 September, 2001 - Foreword' Biosystems 67, (1-3) 1-2
(2002) 'Visualisation of synchronous firing in multi-dimensional spike trains' Biosystems 67, (1-3) 265-279
(2002) 'Visualization of Synchronous Firing in Multi-dimensional Spike Trains' BioSystems, 67, 265-279
(2002) 'Models of neural dynamics in brain information processing - the developments of 'the decade'' Physics-Uspekhi 45, 1073-1095 , DOI
(2002) 'Visualisation of synchronous firing in multi-dimensional spike trains' Biosystems 67, (1-3) 265-279 , DOI Open access
(2002) 'Models of neural dynamics in brain information processing the developments of 'the decade'' Uspekhi Fizicheskih Nauk 172, (10) 1189-1189 , DOI
(2001) 'Oscillatory model of novelty detection' Network-Computation in Neural Systems 12, (1) 1-20
(2001) 'Puzle of chaotic neurodynamics' Behaioral Brain Science 24, 812-813
(2001) 'The puzzle of chaotic neurodynamics' Behavioral and Brain Sciences 24, (5) 812-+
(2000) 'Encyclopedia of computational neuroscience: The end of the second millennium' BEHAVIORAL AND BRAIN SCIENCES 23, (4) 534-+ , DOI
(2000) 'A computational model of GABAergic mediated theta rhythm production in the septal-hippocampal system and its modulation by ascending brainstem pathways' EUROPEAN JOURNAL OF NEUROSCIENCE 12, 161-161
(2000) 'An oscillatory neural network model of sparse distributed memory and novelty detection' Biosystems 58, (1-3) 265-272 , DOI
(2000) 'A model of theta rhythm production in the septal-hippocampal system and its modulation by ascending brain stem pathways' Hippocampus 10, (6) 698-716 , DOI
(1999) 'Oscillatory models of the hippocampus: a study of spatio-temporal patterns of neural activity' Biol Cybern 81, (4) 359-371 , DOI
(1999) 'Emmanuil El'evich Shnol' (on his 70th birthday)' Russian Mathematical Surveys 54, (3) 677-683 , DOI
(1999) 'Computational models of predictive and memory-related functions of the hippocampus' Rev Neurosci 10, (3-4) 213-232 , DOI
(1998) 'Synchronization of neural activity and information processing' BEHAVIORAL AND BRAIN SCIENCES 21, (6) 833-+ , DOI
(1998) 'Oscillatory network controlling six-legged locomotion' Neural Networks 11, (7-8) 1449-1460 , DOI
(1998) 'Oscillatory neural network models of information processing in the brain' EUROPEAN JOURNAL OF NEUROSCIENCE 10, 268-268
(1998) 'The synchronization principle in modelling of binding and attention' Membr Cell Biol 11, (6) 753-761
(1997) 'Synchronization principle in modeling binding and attention' Biologicheskie Membrany 14, (6)
(1997) 'Information coding on the basis of synchronization of neuronal activity' Biosystems 40, (1-2) 3-10 , DOI
(1997) 'Pre-attention and attention modelling based on synchronization of neural activity' Biologicheskie Membrany 14, 614-620
(1996) 'Gamma-ray energy determination using neural network algorithms for an imaging silicon calorimeter' NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT 381, (2-3) 512-516 , DOI
(1995) 'Dynamics and bifurcations of two coupled neural oscillators with different connection types' Bull Math Biol 57, (6) 809-840 , DOI
(1994) 'Modeling ?preattention? and ?attention? information processing by synchronization of neural activity' Radiophysics and Quantum Electronics 37, (8) 607-614 , DOI
(1994) 'In-phase and antiphase self-oscillations in a model of two electrically coupled pacemakers' Biological Cybernetics 71, (2) 153-160 , DOI
(1994) 'Synchronization in a neural network of phase oscillators with the central element' Biological Cybernetics 71, (2) 177-185 , DOI
(1992) 'Bifurcation analysis of a neural network model' Biological Cybernetics 66, (4) 319-325 , DOI
(1990) 'MODELING OF OSCILLATORY ACTIVITY OF NEURON ASSEMBLIES OF THE VISUAL-CORTEX' Ijcnn International Joint Conference on Neural Networks, Vols 1-3 B431-B434
(1986) 'SHORT-TERM-MEMORY AS A METASTABLE STATE .3. DIFFUSION-APPROXIMATION' Cybernetics and Systems 17, 169-182 , DOI
(1985) 'New statistical method for determining the size of the bonds between the elements of the neuronal net' Biophysics 30, (3)
(1985) 'A NEW STATISTICAL-METHOD FOR IDENTIFYING INTERCONNECTIONS BETWEEN NEURONAL NETWORK ELEMENTS' Biological Cybernetics 52, 301-306 , DOI
(1982) 'ANALYSIS OF SPIKE ACTIVITY AND THE CHARACTER OF INTERCONNECTION OF IDENTIFIED OUTPUT NEURONS IN THE RAT NEO STRIATUM' Neirofiziologiya 14, 470-475
(1982) 'ANALYSIS OF SPIKE DISCHARGE AND CHARACTER OF INTERCONNECTION OF IDENTIFIED OUTPUT NEURONS IN THE RAT NEOSTRIATUM' Neurophysiology 14, 342-346
(1981) 'TYPES OF SPIKE DISCHARGE AND CHARACTER OF CORRELATION BETWEEN NEURONS IN THE RAT NEOSTRIATUM' Neurophysiology 13, 406-413
(1981) 'TYPES OF SPIKE ACTIVITY AND CHARACTER OF NEURON INTERCONNECTION IN THE RAT NEO STRIATUM' Neirofiziologiya 13, 571-579
(1978) '[Various characteristics of leukocyte metabolism in bronchial asthma]' Ter Arkh 50, (8) 109-112
(1978) 'SOME PECULIARITIES OF BLOOD LEUKOCYTES METABOLISM IN BRONCHIAL-ASTHMA' TERAPEVTICHESKII ARKHIV 50, (8) 109-112
Books
(2005) Modeling language, cognition and action. Singapore World Scientific
Chapters
(2017) 'Oscillatory Neural Models of the Basal Ganglia for Action Selection in Healthy and Parkinsonian Cases' Computational Neurology and Psychiatry 149-189 , DOI Open access
(2017) 'Oscillatory Neural Models of the Basal Ganglia for Action Selection in Healthy and Parkinsonian Cases' Computational Neurology and Psychiatry Springer International Publishing 149-189 , DOI
(2005) 'Grounding language in perception: A connectionist model of spatial terms and vague quantifiers' in Cangelosi A; Bugmann G; Borisyuk R Singapore World Scientific 47-56
(2005) 'Modeling language, cognition and action: From connectionist simulations to embodied neural cognitive systems' 3-14
(2001) 'Temporal structure of neural activity and modelling of information processing in the brain' 237-254
(1994) 'Some Results on Correlation Dimension of Time Series Generated by a Network of Phase Oscillators' ICANN ’94 Springer London 759-762 , DOI
(1992) 'Analysis of Oscillatory Regimes of a Coupled Neural Oscillator System with Application to Visual Cortex Modeling' Neural Network Dynamics Springer London 208-225 , DOI
(1990) 'A Model of the Neural Network for Storage and Retrieval of Temporal Sequences' International Neural Network Conference Springer Netherlands 788-788 , DOI
(1978) 'Estimation of information capacity of Purkinje cells' Lecture Notes in Mathematics Springer Berlin Heidelberg 72-90 , DOI
'Temporal Structure of Neural Activity and Models of Information Processing in the Brain' Time and the Brain Taylor & Francis 331-350 , DOI
Conference Papers
(2012) 'Biological Brain and Binary Code: Quality of Coding for Face Recognition' Springer Berlin Heidelberg 427-434 , DOI
(2009) 'Partial synchronization of neural activity and information processing' 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) 6-/-0/20096-/-0/2009IEEE , DOI
(2009) 'Partial Synchronization of Neural Activity and Information Processing' 3399-+
(2009) 'Model of the tadpole spinal cord: The interplay of deterministic and stochastic processes in development of specialised neural circuit' Elsevier BV 16-20 , DOI
(2008) 'Selective attention model of moving objects' 358-+
(2005) 'A CONNECTIONIST EVALUATION OF SCHEMES TO MEASURE DIFFICULTY OF WORDS BASED ON THEIR PHONOLOGICAL STRUCTURE' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'A NEURAL NETWORK INVESTIGATION OF THE HEAD PREFERENCE: PROBLEMS EXPLAINING EMPIRICAL RESULTS BY BOTTOM-UP PROCESSES ALONE' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'A NEURAL NETWORK MODEL FOR NATURAL LANGUAGE: THE CASE OF HOMONYMY' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'A NEUROCOGNITIVE THEORY OF ATTENTIONAL MODULATION OF SPREAD OF ACTIVATION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'A PROPOSED MODEL OF REPETITION BLINDNESS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'ACCOUNTING FOR EPISODIC, SEMANTIC AND PROCEDURAL MEMORY IN THE RECOMMENDATION ARCHITECTURE COGNITIVE MODEL' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'AN ASSOCIATIVE MODEL OF CORTICAL LANGUAGE AND ACTION PROCESSING' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'AN INVESTIGATION OF THE MYOPIA FOR FUTURE CONSEQUENCES THEORY OF VMF PATIENT BEHAVIOUR ON THE IOWA GAMBLING TASK: AN ABSTRACT NEURAL NETWORK SIMULATION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'AN OSCILLATORY NEURAL MODEL FOR TRACKING A MOVING OBJECT' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'ASSOCIATIVE NEURAL MODELS FOR BIOMIMETIC MULTI-MODAL LEARNING IN A MIRROR NEURON-BASED ROBOT' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'CAN SELF-CONTROL BE EXPLAINED THROUGH GAMES?' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'CARVING NATURE AT ITS JOINTS AND CARVING JOINTS INTO NATURE: HOW LABELS AUGMENT CATEGORY REPRESENTATIONS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'CHILDREN'S CAUSAL INFERENCES AS REVEALED BY BACKWARDS BLOCKING TASKS: A MEMORY SELF-REFRESHING NEURAL NETWORKS ACCOUNT' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'COMPARING COMPUTATIONAL AND HUMAN MEASURES OF VISUAL SIMILARITY' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'DYNAMIC REPRESENTATIONS OF STACK- AND QUEUE-LIKE SYNTACTIC STRUCTURES' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'EMBRYOLOGICAL MODELLING OF THE EVOLUTION OF NEURAL ARCHITECTURE' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'EMERGENCE OF COMMUNICATION IN EMBODIED AGENTS: CO-ADAPTING COMMUNICATIVE AND NON-COMMUNICATIVE BEHAVIOURS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'EMERGENCE OF LINGUISTIC FEATURES: INDEPENDENT COMPONENT ANALYSIS OF CONTEXTS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'ESTIMATING INTENTION OF OTHERS FOR IMITATION AND COOPERATION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'EVIDENCE OF MODULARITY FROM PRIMATE ERRORS DURING TASK LEARNING' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'EVOLVING NEURAL NETWORKS THAT SUFFER MINIMAL CATASTROPHIC FORGETTING' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'GLOBAL AND FEATURE BASED GENDER CLASSIFICATION OF FACES: A COMPARISON OF HUMAN PERFORMANCE AND COMPUTATIONAL MODELS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'HEMISPHERIC ASYMMETRIES IN THE NEGLECT SYNDROME: A COMPUTATIONAL STUDY' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'IMPROVING CELL ASSEMBLY CATEGORIES BY FATIGUE' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'IS LANGUAGE NECESSARY TO MERGE GEOMETRIC AND NON-GEOMETRIC SPATIAL CUES? THE CASE OF THE “BLUE-WALL TASK”' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'LANGUAGE AS AN AID TO CATEGORIZATION: A NEURAL NETWORK MODEL OF EARLY LANGUAGE ACQUISITION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'LATENT LINGUISTIC CODES FOR MORPHEMES USING INDEPENDENT COMPONENT ANALYSIS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'LESSONS FROM THE EMBODIMENT OF LANGUAGE: WHY SIMULATING HUMAN LANGUAGE COMPREHENSION IS HARD' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'MENTAL REPRESENTATIONS AND COGNITIVE BEHAVIOUR – A RECURRENT NEURAL NETWORK APPROACH' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'MODELLING THE ATTENTIONAL BLINK' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'MODELLING THE SLOW EMOTIONAL STROOP EFFECT: SUPPRESSION OF COGNITIVE CONTROL' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'PREDICTING THE EFFECT OF SLIGHTLY COMPLEX UTTERANCES' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
(2005) 'PSYCHOLOGICAL ALIFE: BRIDGING THE GAP BETWEEN MIND AND BRAIN. ENACTIVE DISTRIBUTED ASSOCIATIONISM & TRANSIENT LOCALISM' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
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