Professor Roman Borisyuk
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 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

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
Borisyuk R, Khibnik A, Balachandar AN & Tabak J (2023) 'From phase advance to phase delay: Flexible coordination between neuronal rhythms by the duration of synaptic input' Physical Review Research 5, (3) , DOI
Ferrario A, Saccomanno V, Zhang H-Y, Borisyuk R & Li W-C (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
Ferrario A, Palyanov A, Koutsikou S, Li W, Soffe S, Roberts A & Borisyuk R (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
Kazanovich Y & Borisyuk R (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
Conte D, Borisyuk R, Hull M & Roberts A (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
Varga M, Merrison-Hort R, Watson P, Borisyuk R & Livingstone D (2020) 'Tadpole VR: virtual reality visualization of a simulated tadpole spinal cord' Virtual Reality Author Site , DOI Open access
Yousif N, Bain PG, Nandi D & Borisyuk R (2020) 'A Population Model of Deep Brain Stimulation in Movement Disorders From Circuits to Cells' Frontiers in Human Neuroscience 14, , DOI
Roberts A, Borisyuk R, Buhl E, Ferrario A, Koutsikou S, Li W-C & Soffe SR (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
Koutsikou S, Merrison-Hort R, Buhl E, Ferrario A, Li W-C, Borisyuk R, Soffe SR & Roberts A (2018) 'A simple decision to move in response to touch reveals basic sensory memory and mechanisms for variable response times' The Journal of Physiology Author Site , DOI Open access
Ferrario A, Merrison-Hort R, Soffe SR, Li W & Borisyuk R (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
Ferrario A, Merrison-Hort R, Soffe SR & Borisyuk R (2018) 'Structural and functional properties of a probabilistic model of neuronal connectivity in a simple locomotor network' Elife 7, Author Site , DOI Open access
Burylko O, Kazanovich Y & Borisyuk R (2018) 'Winner-take-all in a phase oscillator system with adaptation' Scientific Reports 8, (1) , DOI Open access
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 161, 3-14 , DOI Open access
Davis O, Merrison-Hort R, Soffe SR & Borisyuk R (2017) 'Studying the role of axon fasciculation during development in a computational model of the Xenopus tadpole spinal cord' Scientific Reports 7, Author Site , DOI Open access
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 Open access
Aptekarev AI, Afendikov AL, Ataullakhanov FI, Balabaev NK, Biktashev VN, Biktasheva IV, Borisyuk RM, Vvedenskaya ND, Dagkesamanskii RD & Zarhin YG (2017) 'To the memory of Èmmanuil Èl'evich Shnol'' Russian Mathematical Surveys 72, (1) 185-198 , DOI
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) 0-0 , DOI Open access
Kazanovich Y & Borisyuk R (2016) 'Reaction times in visual search can be explained by a simple model of neural synchronization' Neural Networks 87, 1-7 , DOI Open access
Sharpee TO, Destexhe A, Kawato M, Sekulic V, Skinner FK, Wójcik DK, Chintaluri C, Cserpán D, Somogyvári Z & Kim JK (2016) '25th Annual Computational Neuroscience Meeting: CNS-2016' BMC Neuroscience 17, (S1) , DOI
Yousif N, Mace M, Pavese N, Borisyuk R, Nandi D & Bain P (2015) 'A network model of neural activity in essential tremor' BMC Neuroscience 16, (S1) , DOI
Merrison-Hort R, Davis O & Borisyuk R (2015) 'The functional significance of fasciculation and repulsion in a computational model of axon growth' BMC Neuroscience 16, (S1) , DOI
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 Open access
Borisyuk R & Merrison-Hort R (2014) 'Bifurcation analysis of anti-phase oscillations and synchrony in the tadpole central pattern generator' BMC Neuroscience 15, (S1) , DOI
Merrison-Hort R & Borisyuk R (2014) 'The dynamic separation of pallidal neurons into anti-phase oscillatory groups under Parkinsonian conditions in a computational model' BMC Neuroscience 15, (S1) , 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 Open access
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 Open access
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 Open access
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 Open access
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
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 Open access
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
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
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
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 Open access
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
Kalam al Azad A, Borisyuk R, Roberts A & Soffe S (2011) 'Gradient based spinal cord axogenesis and locomotor connectome of the hatchling Xenopus tadpole' BMC Neuroscience 12, (S1) , 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
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
Chik D & Borisyuk R (2009) 'Spiking neural network models for memorizing sequences with forward and backward recall' BMC Neuroscience 10, (S1) , 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, Chik D & Kazanovich Y (2009) 'SELECTIVE ATTENTION MODEL OF MOVING OBJECTS' NEURAL NETWORK WORLD 19, (5) 429-445 Author Site
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
Masud M & Borisyuk R (2009) 'Modulated Renewal Process and Statistical Analysis of Multiple Spike-Trains' Frontiers in Neuroinformatics 3, , DOI
Chik D & Borisyuk R (2008) 'Modeling perceptual multi-stability with Hodgkin-Huxley neurons' BMC Neuroscience 9, (S1) , 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
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
Chik D & Borisyuk R (2007) 'Modelling selective attention with Hodgkin-Huxley neurons' BMC Neuroscience 8, (S2) , DOI
Li WC, 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, 17-17 Open access
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
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 (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 Open access
Borisyuk RA & Kazanovich YB (2004) 'Oscillatory model of attention-guided object selection and novelty detection' Neural Networks 17 (7), 899-915 , DOI
Stuart EJ (2004) 'The Representation of Neural Data using Visualization' Information Visualization 3 (4), 245-256 , DOI Open access
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 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
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 R (2002) 'Oscillatory activity in the neural networks of spiking elements' Biosystems 67 (1-3), 3-16 , DOI
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
Kazanovich Y & Borisyuk R (2002) 'Object selection by an oscillatory neural network' Biosystems 67, (1-3) 103-111
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
Stuart L, Walter M & Borisyuk R (2002) 'Visualization of Synchronous Firing in Multi-dimensional Spike Trains' BioSystems, 67, 265-279
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
Stuart L, Walter M & Borisyuk R (2002) 'Visualisation of synchronous firing in multi-dimensional spike trains' Biosystems 67, (1-3) 265-279 Author Site , DOI Open access
Borisyuk GN, Borisyuk RM, Kazanovich YB & Ivanitskii GR (2002) 'Models of neural dynamics in brain information processing — the developments of 'the decade'' Uspekhi Fizicheskih Nauk 172, (10) 1189-1189 , DOI
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-+
Borisyuk R (2000) 'Encyclopedia of computational neuroscience: The end of the second millennium' BEHAVIORAL AND BRAIN SCIENCES 23, (4) 534-+ Author Site , DOI
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
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 , DOI
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 & 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
Arnol'd VI (1999) 'Emmanuil El'evich Shnol' (on his 70th birthday)' Russian Mathematical Surveys 54, (3) 677-683 , DOI
Kazanovich YB & Borisyuk RM (1999) 'Dynamics of neural networks with a central element' Neural Networks 12, (3) 441-454 , 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 , DOI
Borisyuk R, Borisyuk G & Kazanovich Y (1998) 'Synchronization of neural activity and information processing' BEHAVIORAL AND BRAIN SCIENCES 21, (6) 833-+ 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 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 & Kazanovich YB (1997) 'Synchronization principle in modeling binding and attention' Biologicheskie Membrany 14, (6)
Borisyuk RM & Borisyuk GN (1997) 'Information coding on the basis of synchronization of neuronal activity' Biosystems 40, (1-2) 3-10 Author Site , DOI
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 , 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
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
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 YI & Kryukov VN (1985) 'New statistical method for determining the size of the bonds between the elements of the neuronal net' Biophysics 30, (3)
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 DISCHARGE AND CHARACTER OF CORRELATION BETWEEN NEURONS IN THE RAT NEOSTRIATUM' Neurophysiology 13, 406-413
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
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
RAZUMOVSKY AE, SHATALOV NN, KOMISSAROVA IA, BORISYUK RM & BORISYUK GD (1978) 'SOME PECULIARITIES OF BLOOD LEUKOCYTES METABOLISM IN BRONCHIAL-ASTHMA' TERAPEVTICHESKII ARKHIV 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) 'Oscillatory Neural Models of the Basal Ganglia for Action Selection in Healthy and Parkinsonian Cases' Computational Neurology and Psychiatry 149-189 , DOI Open access
Merrison-Hort R, Yousif N, Ferrario A & Borisyuk R (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
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
Borisyuk R, Casaleggio A, Kazanovich Y & Morgavi G (1994) 'Some Results on Correlation Dimension of Time Series Generated by a Network of Phase Oscillators' ICANN ’94 Springer London 759-762 , DOI
Borisyuk GN, Borisyuk RM & Khibnik AI (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
Borisyuk RM (1990) 'A Model of the Neural Network for Storage and Retrieval of Temporal Sequences' International Neural Network Conference Springer Netherlands 788-788 , DOI
Borisyuk GN, Borisyuk RM, Dunin-Barkovsky VL, Kovalenko VH & Kovalenko EI (1978) 'Estimation of information capacity of Purkinje cells' Lecture Notes in Mathematics Springer Berlin Heidelberg 72-90 , DOI
Borisyuk GN, Borisyuk RM & Kazanovich YB 'Temporal Structure of Neural Activity and Models of Information Processing in the Brain' Time and the Brain Taylor & Francis 331-350 , DOI
Conference Papers
da Silva Gomes J & Borisyuk R (2012) 'Biological Brain and Binary Code: Quality of Coding for Face Recognition' Springer Berlin Heidelberg 427-434 , DOI
Borisyuk R, Chik D & Kazanovich Y (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
Borisyuk R, Chik D, Kazanovich Y & IEEE (2009) 'Partial Synchronization of Neural Activity and Information Processing' 3399-+
Borisyuk R (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
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' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
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' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
KOUTSOMITOPOULOU E (2005) 'A NEURAL NETWORK MODEL FOR NATURAL LANGUAGE: THE CASE OF HOMONYMY' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
DAVELAAR EJ (2005) 'A NEUROCOGNITIVE THEORY OF ATTENTIONAL MODULATION OF SPREAD OF ACTIVATION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
CONNOLLY CG & REILLY RG (2005) 'A PROPOSED MODEL OF REPETITION BLINDNESS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
COWARD LA (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
KNOBLAUCH A, MARKERT H & PALM G (2005) 'AN ASSOCIATIVE MODEL OF CORTICAL LANGUAGE AND ACTION PROCESSING' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , 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' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
KAZANOVICH YB & BORISYUK RM (2005) 'AN OSCILLATORY NEURAL MODEL FOR TRACKING A MOVING OBJECT' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
WERMTER S, WEBER C & ELSHAW M (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
BANFIELD G & CHRISTODOULOU C (2005) 'CAN SELF-CONTROL BE EXPLAINED THROUGH GAMES?' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
LUPYAN G (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
MUSCA SC (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
GALE TM, SUN Y, ADAMS R & DAVEY N (2005) 'COMPARING COMPUTATIONAL AND HUMAN MEASURES OF VISUAL SIMILARITY' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
GRÜNING A (2005) 'DYNAMIC REPRESENTATIONS OF STACK- AND QUEUE-LIKE SYNTACTIC STRUCTURES' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
BOWERS CP & BULLINARIA JA (2005) 'EMBRYOLOGICAL MODELLING OF THE EVOLUTION OF NEURAL ARCHITECTURE' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
MAROCCO D & NOLFI S (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
HONKELA T, HYVÄRINEN A & VÄYRYNEN J (2005) 'EMERGENCE OF LINGUISTIC FEATURES: INDEPENDENT COMPONENT ANALYSIS OF CONTEXTS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
SUGIMOTO N, DOYA K & KAWATO M (2005) 'ESTIMATING INTENTION OF OTHERS FOR IMITATION AND COOPERATION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
BRYSON JJ (2005) 'EVIDENCE OF MODULARITY FROM PRIMATE ERRORS DURING TASK LEARNING' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
SEIPONE T & BULLINARIA JA (2005) 'EVOLVING NEURAL NETWORKS THAT SUFFER MINIMAL CATASTROPHIC FORGETTING' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , 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' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
DI FERDINANDO A, CASAROTTI M, VALLAR G & ZORZI M (2005) 'HEMISPHERIC ASYMMETRIES IN THE NEGLECT SYNDROME: A COMPUTATIONAL STUDY' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
HUYCK C & GHALIB H (2005) 'IMPROVING CELL ASSEMBLY CATEGORIES BY FATIGUE' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
PONTICORVO M & MIGLINO O (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
MIROLLI M & PARISI D (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
LAGUS K, CREUTZ M & VIRPIOJA S (2005) 'LATENT LINGUISTIC CODES FOR MORPHEMES USING INDEPENDENT COMPONENT ANALYSIS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
GLENBERG AM (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
KÜHN S & CRUSE H (2005) 'MENTAL REPRESENTATIONS AND COGNITIVE BEHAVIOUR – A RECURRENT NEURAL NETWORK APPROACH' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
BOWMAN H & WYBLE B (2005) 'MODELLING THE ATTENTIONAL BLINK' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
WYBLE B, SHARMA D & BOWMAN H (2005) 'MODELLING THE SLOW EMOTIONAL STROOP EFFECT: SUPPRESSION OF COGNITIVE CONTROL' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
KLEIN M & DOYA K (2005) 'PREDICTING THE EFFECT OF SLIGHTLY COMPLEX UTTERANCES' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
MORSE AF (2005) 'PSYCHOLOGICAL ALIFE: BRIDGING THE GAP BETWEEN MIND AND BRAIN. ENACTIVE DISTRIBUTED ASSOCIATIONISM &amp; TRANSIENT LOCALISM' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
HANCOCK PJB, FROWD CD, BRODIE E & NIVEN CA (2005) 'RECOGNITION OF PAIN EXPRESSIONS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
WARD R & WARD R (2005) 'SELECTIVE ATTENTION AND ACTION IN AN ARTIFICIAL, EVOLVED AGENT: REACTIVE INHIBITION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
FRANK SL (2005) 'SENTENCE COMPREHENSION WITHOUT PROPOSITIONAL STRUCTURE' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
PANAYI M & ROY DM (2005) 'SPATIAL COGNITION IN ACTION - SCA MODEL: CHILDREN'S GESTURAL IMAGERY IN ACTION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
CHANG N, FELDMAN J & NARAYANAN S (2005) 'STRUCTURED CONNECTIONIST MODELS OF LANGUAGE, COGNITION AND ACTION' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
GIOLITO B (2005) 'THE ACTIVE ROLE OF PROPER NAMES: EVIDENCE FROM NEURAL NETWORK EXPERIMENTS AND PHILOSOPHY OF LANGUAGE CONSIDERATIONS' Proceedings of the Ninth Neural Computation and Psychology Workshop WORLD SCIENTIFIC , DOI
Lanyon L & Denham S (2005) 'A model of spatial and object-based attention for active visual search' in 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
Massera G, Nolfi S & Cangelosi A (2005) 'Evolving a simulated robotic arm able to grasp objects' in 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
Evans JST (2005) 'Modelling thinking and reasoning: The challenge ahead' 411-419
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 RM & Hoppensteadt FC (1998) 'Memorizing and recalling spatial–temporal patterns in an oscillator model of the hippocampus' Elsevier BV 3-10 , DOI
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' Birkhäuser Basel 215-228 , DOI
BORISYUK RM (1991) 'INTERACTING NEURAL OSCILLATORS CAN IMITATE SELECTIVE ATTENTION' 189-200
Borisyuk R & Hoppensteadt F 'Oscillatory model of the hippocampal memory' International Conference on Neural Networks IEEE , DOI
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