Professor Roman Borisyuk
Profiles

Professor Roman Borisyuk

Professor of Computational Neuroscience

School of Computing, Electronics and Mathematics (Faculty of Science & Engineering)

  • A 224, Portland Sq, Drake Circus, Plymouth, Devon, PL4 8AA
  • +44 1752 584949

Role

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 GOALS

I 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 interests

Mathematical and Computational Neuroscience
Mathematical Modelling
Dynamical Systems
Bifurcation Theory

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.  

Key publications are highlighted

Journals
Articles
Yousif N, Mace M, Pavese N, Borisyuk R, Nandi D & Bain P 2017 'A Network Model of Local Field Potential Activity in Essential Tremor and the Impact of Deep Brain Stimulation' PLOS Computational Biology 13, (1) e1005326-e1005326 , DOI PEARL
Masud MS, Borisyuk R & Stuart L 2017 'Advanced Correlation Grid: Analysis and Visualisation of Functional Connectivity among Multiple Spike Trains' Journal of Neuroscience Methods , DOI PEARL
Kazanovich Y & Borisyuk R 2017 'Reaction times in visual search can be explained by a simple model of neural synchronization' Neural Networks 87, 1-7 , DOI PEARL
Borisyuk R, Merrison-Hort R, Soffe SR, Koutsikou S & Li W-C 2017 'To swim or not to swim: A population-level model of Xenopus tadpole decision making and locomotor behaviour' Biosystems , DOI
Borisyuk R, Al Azad AK, Conte D, Roberts A & Soffe SR 2014 'A developmental approach to predicting neuronal connectivity from small biological datasets: a gradient-based neuron growth model' PLoS One 9, (2) Author Site , DOI PEARL
Burylko O, Kazanovich Y & Borisyuk R 2014 'Bifurcation study of phase oscillator systems with attractive and repulsive interaction' Phys Rev E Stat Nonlin Soft Matter Phys 90, (2) Author Site , DOI PEARL
Burylko O, Kazanovich Y & Borisyuk R 2014 'Bifurcation study of phase oscillator systems with attractive and repulsive interaction' PHYSICAL REVIEW E 90, (2) Author Site , DOI
Roberts A, Conte D, Hull M, Merrison-Hort R, al Azad AK, Buhl E, Borisyuk R & Soffe SR 2014 'Can simple rules control development of a pioneer vertebrate neuronal network generating behavior?' J Neurosci 34, (2) 608-621 Author Site , DOI
Li W-C, Merrison-Hort R, Zhang H-Y & Borisyuk R 2014 'The generation of antiphase oscillations and synchrony by a rebound-based vertebrate central pattern generator' J Neurosci 34, (17) 6065-6077 Author Site , DOI
Merrison-Hort R, 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) Author Site , DOI PEARL
Kazanovich Y, Burylko O & Borisyuk R 2013 'Competition for synchronization in a phase oscillator system' PHYSICA D-NONLINEAR PHENOMENA 261, 114-124 Author Site , DOI
Borisyuk R, Chik D, Kazanovich Y & da Silva Gomes J 2013 'Spiking neural network model for memorizing sequences with forward and backward recall' Biosystems 112, (3) 214-223 Author Site , DOI
Merrison-Hort R & Borisyuk R 2013 'The emergence of two anti-phase oscillatory neural populations in a computational model of the Parkinsonian globus pallidus' FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 7, Author Site , DOI PEARL
Burylko O, Kazanovich Y & Borisyuk R 2012 'Bifurcations in phase oscillator networks with a central element' PHYSICA D-NONLINEAR PHENOMENA 241, (12) 1072-1089 Author Site , DOI
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) 2252-2259 Author Site , DOI
Borisyuk R, Al Azad AK, Conte D, Roberts A & Soffe SR 2011 'Modeling the connectome of a simple spinal cord' Front Neuroinform 5, Author Site , DOI PEARL
Borisyuk R, Al Azad AK, Conte D, Roberts A & Soffe SR 2011 'Modeling the connectome of a simple spinal cord' Front Neuroinform 5, Author Site , DOI
Borisyuk R, Azad AKA, Conte D, Roberts A & Soffe SR 2011 'Modelling the connectome of a simple spinal cord' Frontiers in Neuroinformatics 5, Publisher Site , DOI
Masud MS & Borisyuk R 2011 'Statistical technique for analysing functional connectivity of multiple spike trains' J Neurosci Methods 196, (1) 201-219 Author Site , DOI
Masud MS & Borisyuk R 2011 'Statistical technique for analysing functional connectivity of multiple spike trains' J Neurosci Methods 196, (1) 201-219 Author Site , DOI
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) 158-171 Author Site , DOI
Borisyuk R, Kazanovich Y, Chik D, Tikhanoff V & 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 Netw 22, (5-6) 707-719 Author Site , DOI
Borisyuk R, Chik D & Kazanovich Y 2009 'SELECTIVE ATTENTION MODEL OF MOVING OBJECTS' NEURAL NETWORK WORLD 19, (5) 429-445 Author Site
Chik D, Borisyuk R & Kazanovich Y 2009 'Selective attention model with spiking elements' Neural Netw 22, (7) 890-900 Author Site , DOI
Chik D, Borisyuk R & Kazanovich Y 2009 'Selective attention model with spiking elements' Neural Netw 22, (7) 890-900 Author Site , DOI
Borisyuk R, Chik D & Kazanovich Y 2009 'Visual perception of ambiguous figures: synchronization based neural models' Biol Cybern 100, (6) 491-504 Author Site , DOI
Borisyuk R, Chik D & Kazanovich Y 2009 'Visual perception of ambiguous figures: synchronization based neural models' Biol Cybern 100, (6) 491-504 Author Site , DOI
Borisyuk R, Cooke T & Roberts A 2008 'Stochasticity and functionality of neural systems: mathematical modelling of axon growth in the spinal cord of tadpole' Biosystems 93, (1-2) 101-114 Author Site , DOI
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, PEARL
Borisyuk R & Yousif N 2007 'International symposium: theory and neuroinformatics in research related to deep brain stimulation' Expert Rev Med Devices 4, (5) 587-589 Author Site , DOI
Borisyuk R & Cooke T 2007 'Metastable states, phase transitions, and persistent neural activity' Biosystems 89, (1-3) 30-37
Borisyuk R 2006 'An oscillatory model of multiple object tracking' Neural Computation 18 (6), 1413-1440 , DOI
Borisyuk R & Kazanovich Y 2006 'Oscillations and waves in the models of interactive neural populations' Biosystems 86, (1-3) 53-62
Borisyuk R, Borisyuk G, Rallings C & Thrasher M 2005 'Forecasting the 2005 General Election: A Neural Network Approach' British Journal of Politics and International Relations 7, 199-209 Author Site , DOI
Borisyuk R 2005 'Models of the hippocampal theta rhythm. , :' Journal of High Nervous Activity (Zhurnal visshei nervnoi deytel’nosti) (in Russian) 54, 83-98
Borisyuk R 2005 'Neural connectivity and dynamical regimes of neural activity in a network of interactive populations' Brain, Vision, and Artificial Intelligence, Proceedings 3704, 39-48
Stuart L, Walter M & Borisyuk R 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 Author Site , DOI PEARL
Stuart L, Walter M & Borisyuk R 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
Borisyuk R & Hoppensteadt F 2004 'A theory of epineuronal memory' Neural Networks 17, (10) 1427-1436
Borisyuk RM & Kazanovich YB 2004 'Designing an oscillatory model of brain cognitive functions' Connectionist Models of Cognition and Perception Ii 15, 285-294
Borisyuk RA & Kazanovich YB 2004 'Oscillatory model of attention-guided object selection and novelty detection' Neural Networks 17 (7), 899-915 , DOI
Borisyuk RM 2004 'Simulation of the hippocampal theta rhythm' Zhurnal Vysshei Nervnoi Deyatelnosti Imeni I P Pavlova 54, (1) 85-100
Walter MA, Stuart L & Borisyuk R 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
Stuart EJ 2004 'The Representation of Neural Data using Visualization' Information Visualization 3 (4), 245-256 , DOI PEARL
Borisyuk RM & Kazanovich YB 2003 'Oscillatory neural network model of attention focus formation and control' Biosystems 71, (1-2) 29-38
Kazanovich Y & Borisyuk R 2003 'Synchronization in oscillator systems with a central element and phase shifts' Progress of Theoretical Physics 110, (6) 1047-1057
Borisyuk GN, Borisyuk RM, Kazanovich YB & Ivanitsky GR 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
Borisyuk GN, Borisyuk RM, Kazanovich YB & Ivanitskii GR 2002 'Models of neural dynamics in brain information processing - the developments of 'the decade'' Physics-Uspekhi 45, 1073-1095 , DOI
Kazanovich Y & Borisyuk R 2002 'Object selection by an oscillatory neural network' Biosystems 67, (1-3) 103-111
Borisyuk R 2002 'Oscillatory activity in the neural networks of spiking elements' Biosystems 67 (1-3), 3-16 , DOI
Borisyuk R & Bugmann G 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
Stuart L, Walter M & Borisyuk R 2002 'Visualisation of synchronous firing in multi-dimensional spike trains' Biosystems 67, (1-3) 265-279 Author Site PEARL
Stuart L, Walter M & Borisyuk R 2002 'Visualisation of synchronous firing in multi-dimensional spike trains' Biosystems 67, (1-3) 265-279
Stuart L, Walter M & Borisyuk R 2002 'Visualization of Synchronous Firing in Multi-dimensional Spike Trains' BioSystems, 67, 265-279
Borisyuk R, Denham M, Hoppensteadt F, Kazanovich A & Vinogradova O 2001 'Oscillatory model of novelty detection' Network-Computation in Neural Systems 12, (1) 1-20
Borisyuk R 2001 'Puzle of chaotic neurodynamics' Behaioral Brain Science 24, 812-813
Borisyuk R 2001 'The puzzle of chaotic neurodynamics' Behavioral and Brain Sciences 24, (5) 812-+
Denham MJ & Borisyuk R 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 Author Site
Denham MJ & Borisyuk RM 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
Borisyuk R, Denham M, Hoppensteadt F, Kazanovich Y & Vinogradova O 2000 'An oscillatory neural network model of sparse distributed memory and novelty detection' Biosystems 58, (1-3) 265-272 Author Site
Borisyuk R 2000 'Encyclopedia of computational neuroscience: The end of the second millennium' BEHAVIORAL AND BRAIN SCIENCES 23, (4) 534-+ Author Site , DOI
Borisyuk R, Denham M, Denham S & Hoppensteadt F 1999 'Computational models of predictive and memory-related functions of the hippocampus' Rev Neurosci 10, (3-4) 213-232 Author Site
Kazanovich YB & Borisyuk RM 1999 'Dynamics of neural networks with a central element' Neural Networks 12, (3) 441-454 , DOI
Arnol'd VI 1999 'Emmanuil El'evich Shnol' (on his 70th birthday)' Russian Mathematical Surveys 54, (3) 677-683 , DOI
Borisyuk R & Hoppensteadt F 1999 'Oscillatory models of the hippocampus: a study of spatio-temporal patterns of neural activity' Biol Cybern 81, (4) 359-371 Author Site , DOI
Cymbalyuk GS, Borisyuk RM, Müller-Wilm U & Cruse H 1998 'Oscillatory network controlling six-legged locomotion' Neural Networks 11, (7-8) 1449-1460 , DOI
Borisyuk R 1998 'Oscillatory neural network models of information processing in the brain' EUROPEAN JOURNAL OF NEUROSCIENCE 10, 268-268 Author Site
Borisyuk R, Borisyuk G & Kazanovich Y 1998 'Synchronization of neural activity and information processing' Behavioral and Brain Sciences 21, 833-+ , DOI
Borisyuk RM, Borisyuk GN & Kazanovich YB 1998 'The synchronization principle in modelling of binding and attention' Membr Cell Biol 11, (6) 753-761 Author Site
Borisyuk RM & Borisyuk GN 1997 'Information coding on the basis of synchronization of neuronal activity' Biosystems 40, (1-2) 3-10 Author Site
Borisyuk RM, Borisyuk GN & Kazanovich YB 1997 'Pre-attention and attention modelling based on synchronization of neural activity' Biologicheskie Membrany 14, 614-620
Borisyuk R, Casolino M, DePascale MP, Morselli A, Picozza P, Ogurtsov A, Ricci M & Sparvoli R 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 Author Site , DOI
Borisyuk GN, Borisyuk RM, Khibnik AI & Roose D 1995 'Dynamics and bifurcations of two coupled neural oscillators with different connection types' Bull Math Biol 57, (6) 809-840 Author Site
Cymbalyuk GS, Nikolaev EV & Borisyuk RM 1994 'In-phase and antiphase self-oscillations in a model of two electrically coupled pacemakers' Biological Cybernetics 71, (2) 153-160 , DOI
Borisyuk GN, Borisyuk RM & Kazanovich YB 1994 'Modeling ?preattention? and ?attention? information processing by synchronization of neural activity' Radiophysics and Quantum Electronics 37, (8) 607-614 , DOI
Kazanovich YB & Borisyuk RM 1994 'Synchronization in a neural network of phase oscillators with the central element' Biological Cybernetics 71, (2) 177-185 , DOI
Borisyuk RM & Kirillov AB 1992 'Bifurcation analysis of a neural network model' Biological Cybernetics 66, (4) 319-325 , DOI
Borisyuk GN, Borisyuk RM, Kirillov AB, Kryukov VI, Singer W & Ieee 1990 'MODELING OF OSCILLATORY ACTIVITY OF NEURON ASSEMBLIES OF THE VISUAL-CORTEX' Ijcnn International Joint Conference on Neural Networks, Vols 1-3 B431-B434
Kirillov AB, Borisyuk GN, Borisyuk RM, Kovalenko YI & Kryukov VI 1986 'SHORT-TERM-MEMORY AS A METASTABLE STATE .3. DIFFUSION-APPROXIMATION' Cybernetics and Systems 17, 169-182 , DOI
Borisyuk GN, Borisyuk RM, Kirillov AB, Kovalenko EI & Kryukov VI 1985 'A NEW STATISTICAL-METHOD FOR IDENTIFYING INTERCONNECTIONS BETWEEN NEURONAL NETWORK ELEMENTS' Biological Cybernetics 52, 301-306 , DOI
Godukhin OV, Borisyuk GN, Borisyuk RM & Kirillov AB 1982 'ANALYSIS OF SPIKE ACTIVITY AND THE CHARACTER OF INTERCONNECTION OF IDENTIFIED OUTPUT NEURONS IN THE RAT NEO STRIATUM' Neirofiziologiya 14, 470-475
Godukhin OV, Borisyuk GN, Borisyuk RM & Kirillov AB 1982 'ANALYSIS OF SPIKE DISCHARGE AND CHARACTER OF INTERCONNECTION OF IDENTIFIED OUTPUT NEURONS IN THE RAT NEOSTRIATUM' Neurophysiology 14, 342-346
Godukhin OV, Borisyuk GN, Borisyuk RM, Kirillov AB, Kovalenko EI & Kryukov VI 1981 'TYPES OF SPIKE ACTIVITY AND CHARACTER OF NEURON INTERCONNECTION IN THE RAT NEO STRIATUM' Neirofiziologiya 13, 571-579
Godukhin OV, Borisyuk GN, Borisyuk RM, Kirillov AB, Kovalenko EI & Kryukov VI 1981 'TYPES OF SPIKE DISCHARGE AND CHARACTER OF CORRELATION BETWEEN NEURONS IN THE RAT NEOSTRIATUM' Neurophysiology 13, 406-413
Razumovskii AE, Shatalov NN, Komissarova NA, Borisiuk RM & Borisiuk GI 1978 '[Various characteristics of leukocyte metabolism in bronchial asthma]' Ter Arkh 50, (8) 109-112 Author Site
Books
Cangelosi A, Bugmann G & Borisyuk R 2005 Modeling language, cognition and action. Singapore World Scientific
Chapters
Borisyuk R 2017 '978-3-319-49958-1' Computational Neurology and Psychaetry
Cangelosi A, Coventry KR, Rajapakse R, Joyce D, Bacon A, Richards L & Newstead SN 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
Cangelosi A 2005 'Modeling language, cognition and action: From connectionist simulations to embodied neural cognitive systems' 3-14
Borisyuk R, Borisyuk G & Kazanovich Y 2001 'Temporal structure of neural activity and modelling of information processing in the brain' 237-254
Conference Papers
Da Silva Gomes J & Borisyuk R 2012 'Biological brain and binary code: Quality of coding for face recognition' 427-434 , DOI
Borisyuk R, Chik D, Kazanovich Y & IEEE 2009 'Partial Synchronization of Neural Activity and Information Processing' 3399-+
Borisyuk R, Chik D & Kazanovich Y 2009 'Partial synchronization of neural activity and information processing' 367-374 , DOI
Borisyuk R, Chik D & Kazanovich Y 2008 'Selective attention model of moving objects' 358-+
Hayes J & Howell P 2005 'A connectionist evaluation of schemes to measure difficulty of words based on their phonological structure' 109-118 , DOI
Lanyon L & Denham S 2005 'A model of spatial and object-based attention for active visual search' Cangelosi A; Bugmann G; Borisyuk R Modelling Language, Cognition and Action: Proceedings of the 9th Neural Computation & Psychology Workshop, Progress in Neural Processing, 16, World Scientific 239-248
Mermillod M, French RM, Smeets H & Spencer J 2005 'A neural network investigation of the head preference: Problems explaining empirical results by bottom-up processes alone' 361-366 , DOI
Koutsomitopoulou E 2005 'A neural network model for natural language: The case of homonymy' 145-149 , DOI
Davelaar EJ 2005 'A neurocognitive theory of attentional modulation of spread of activation' 217-226 , DOI
Connolly CG & Reilly RG 2005 'A proposed model of repetition blindness' 279-288 , DOI
Coward LA 2005 'Accounting for episodic, semantic and procedural memory in the recommendation architecture cognitive model' 311-320 , DOI
Knoblauch A, Markert H & Palm G 2005 'An associative model of cortical language and action processing' 79-83 , DOI
Kalidindi K, Bowman H & Wyble B 2005 'An investigation of the myopia for future consequences theory of vmf patient behaviour on the Iowa gambling task: An abstract neural network simulation' 331-335 , DOI
Kazanovich YB & Borisyuk RM 2005 'An oscillatory neural model for tracking a moving object' 259-268 , DOI
Wermter S, Weber C & Elshaw M 2005 'Associative neural models for biomimetic multimodal learning in a mirror neuron-based robot' 31-46 , DOI
Banfield G & Christodoulou C 2005 'Can self-control be explained through games?' 321-330 , DOI
Lupyan G 2005 'Carving nature at its joints and carving joints into nature: How labels augment category representations' 87-96 , DOI
Musca SC 2005 'Children's causal inferences as revealed by backwards blocking tasks: A memory self-refreshing neural networks account' 367-371 , DOI
Gale TM, Sun Y, Adams R & Davey N 2005 'Comparing computational and human measures of visual similarity' 397-401 , DOI
Gruning A 2005 'Dynamic representations of stack- and queue-like syntactic structures' 151-155 , DOI
Bowers CP & Bullinaria JA 2005 'Embryological modelling of the evolution of neural architecture' 375-384 , DOI
Marocco D & Nolfi S 2005 'Emergence of communication in embodied agents: Co-adapting communicative and noncommunicative behaviours' 165-174 , DOI
Honkela T, Hyvarinen A & Vayrynen J 2005 'Emergence of linguistic features: Independent component analysis of contexts' 129-138 , DOI
Sugimoto N, Doya K & Kawato M 2005 'Estimating intention of others for imitation and cooperation' 175-179 , DOI
Bryson JJ 2005 'Evidence of modularity from primate errors during task learning' 301-310 , DOI
Massera G, Nolfi S & Cangelosi A 2005 'Evolving a simulated robotic arm able to grasp objects' Cangelosi A; Bugmann G; Borisyuk R Modelling Language, Cognition and Action: Proceedings of the 9th Neural Computation and Psychology Workshop, Singapore: World Scientific 203-208
Seipone T & Bullinaria JA 2005 'Evolving neural networks that suffer minimal catastrophic forgetting' 385-390 , DOI
Buchala S, Gale TM, Davey N, Frank RJ & Foley K 2005 'Global and feature based gender classification of faces: A comparison of human performance and computational models' 349-358 , DOI
Di Ferdinando A, Casarotti M, Vallar G & Zorzi M 2005 'Hemispheric asymmetries in the neglect syndrome: A computational study' 249-258 , DOI
Huyck C & Ghalib H 2005 'Improving cell assembly categories by fatigue' 391-395 , DOI
Ponticorvo M & Miglino O 2005 'Is language necessary to merge geometric and non-geometric spatial cues? - The case of the "blue-wall task"' 209-213 , DOI
Mirolli M & Parisi D 2005 'Language as an aid to categorization: A neural network model of early language acquisition' 97-106 , DOI
Lagus K, Creutz M & Virpioja S 2005 'Latent linguistic codes for morphemes using independent component analysis' 139-144 , DOI
Glenberg AM 2005 'Lessons from the embodiment of language: Why simulating human language comprehension is hard' 17-30 , DOI
Kuhn S & Cruse H 2005 'Mental representations and cognitive behaviour a recurrent neural network approach' 183-192 , DOI
Bowman H & Wyble B 2005 'Modelling the attentional blink' 227-237 , DOI
Wyble B, Sharma D & Bowman H 2005 'Modelling the slow emotional stroop effect: Suppression of cognitive control' 291-300 , DOI
Evans JST 2005 'Modelling thinking and reasoning: The challenge ahead' 411-419
Klein M & Doya K 2005 'Predicting the effect of slightly complex utterances' 69-78 , DOI
Morse AF 2005 'Psychological ALife: Bridging the gap between mind and brain. Enactive distributed associationism & transient localism' 403-407 , DOI
Hancock PJB, Frowd CD, Brodie E & Niven CA 2005 'Recognition of pain expressions' 339-348 , DOI
Ward R & Ward R 2005 'Selective attention and action in an artificial, evolved agent: Reactive inhibition' 269-278 , DOI
Frank SL 2005 'Sentence comprehension without propositional structure' 119-128 , DOI
Panayi M & Roy DM 2005 'Spatial cognition in action-sca model: Children's gestural imagery in action' 193-202 , DOI
Chang N, Feldman J & Narayanan S 2005 'Structured connectionist models of language, cognition and action' 57-67 , DOI
Giolito B 2005 'The active role of proper names: Evidence from neural network experiments and philosophy of language considerations' 157-161 , DOI
Borisyuk R 2004 'Stochastic dynamics and partial synchronization of stimulus-driven neural activity' 2004 Ieee International Joint Conference on Neural Networks, Vols 1-4, Proceedings 3035-3040
Walter MA, Stuart LJ & Borisyuk R 2003 'Spike train correlation visualization' Seventh International Conference on Information Visualization, Proceedings 555-560
Borisyuk RM 2000 'Computational modelling of septal pacemaker' 241-241
Borisyuk R & Hoppensteadt F 1999 'Oscillatory model of the hippocampal memory' 42-45
Borisyuk RM, Borisyuk GN & Kazanovich YB 1997 'Synchronization principle in modeling binding and attention' 614-620
KHIBNIK AI, BORISYUK RM & ROOSE D 1992 'NUMERICAL BIFURCATION-ANALYSIS OF A MODEL OF COUPLED NEURAL OSCILLATORS' 215-228
BORISYUK RM 1991 'INTERACTING NEURAL OSCILLATORS CAN IMITATE SELECTIVE ATTENTION' 189-200