Search Results - "Borisyuk, Roman"

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 by Ferrario, Andrea, Palyanov, Andrey, Koutsikou, Stella, Li, Wenchang, Soffe, Steve, Roberts, Alan, Borisyuk, Roman

“…How does the brain process sensory stimuli, and decide whether to initiate locomotor behaviour? To investigate this question we develop two whole body computer…”
Get full text

Structural and functional properties of a probabilistic model of neuronal connectivity in a simple locomotor network by Ferrario, Andrea, Merrison-Hort, Robert, Soffe, Stephen R, Borisyuk, Roman

“…Although, in most animals, brain connectivity varies between individuals, behaviour is often similar across a species. What fundamental structural properties…”
Get full text

A Population Model of Deep Brain Stimulation in Movement Disorders From Circuits to Cells by Yousif, Nada, Bain, Peter G, Nandi, Dipankar, Borisyuk, Roman

“…For more than 30 years, deep brain stimulation (DBS) has been used to target the symptoms of a number of neurological disorders and in particular movement…”
Get full text

A Network Model of Local Field Potential Activity in Essential Tremor and the Impact of Deep Brain Stimulation by Yousif, Nada, Mace, Michael, Pavese, Nicola, Borisyuk, Roman, Nandi, Dipankar, Bain, Peter

“…Essential tremor (ET), a movement disorder characterised by an uncontrollable shaking of the affected body part, is often professed to be the most common…”
Get full text

Tadpole VR: virtual reality visualization of a simulated tadpole spinal cord by Varga, Marius N., Merrison-Hort, Robert, Watson, Paul, Borisyuk, Roman, Livingstone, Dan

“…Recent advances in “developmental” approach (combining experimental study with computational modeling) of neural networks produce increasingly large data sets,…”
Get full text

From phase advance to phase delay: Flexible coordination between neuronal rhythms by the duration of synaptic input by Borisyuk, Roman, Khibnik, Alexander, Balachandar, Arun Neru, Tabak, Joël

“…Coupled neuronal oscillators generate a wide range of dynamic activity patterns that drive various behaviors in animals. A single neural circuit can generate…”
Get full text

Can simple rules control development of a pioneer vertebrate neuronal network generating behavior? by Roberts, Alan, Conte, Deborah, Hull, Mike, Merrison-Hort, Robert, al Azad, Abul Kalam, Buhl, Edgar, Borisyuk, Roman, Soffe, Stephen R

“…How do the pioneer networks in the axial core of the vertebrate nervous system first develop? Fundamental to understanding any full-scale neuronal network is…”
Get full text

A developmental approach to predicting neuronal connectivity from small biological datasets: a gradient-based neuron growth model by Borisyuk, Roman, Al Azad, Abul Kalam, Conte, Deborah, Roberts, Alan, Soffe, Stephen R

“…Relating structure and function of neuronal circuits is a challenging problem. It requires demonstrating how dynamical patterns of spiking activity lead to…”
Get full text

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 by Borisyuk, Roman, Kazanovich, Yakov, Chik, David, Tikhanoff, Vadim, Cangelosi, Angelo

“…A brain-inspired computational system is presented that allows sequential selection and processing of objects from a visual scene. The system is comprised of…”
Get full text

Visual perception of ambiguous figures: synchronization based neural models by Borisyuk, Roman, Chik, David, Kazanovich, Yakov

“…We develop and study two neural network models of perceptual alternations. Both models have a star-like architecture of connections with a central element…”
Get full text

Oscillatory model of attention-guided object selection and novelty detection by Borisyuk, Roman M, Kazanovich, Yakov B

“…We develop a new oscillatory model that combines consecutive selection of objects and discrimination between new and familiar objects. The model works with…”
Get full text

Spiking neural network models for memorizing sequences with forward and backward recall by Chik, David, Borisyuk, Roman

Get full text

A computational model of familiarity detection for natural pictures, abstract images, and random patterns: Combination of deep learning and anti-Hebbian training by Kazanovich, Yakov, Borisyuk, Roman

“…We present a neural network model for familiarity recognition of different types of images in the perirhinal cortex (the FaRe model). The model is designed as…”
Get full text

Axon and dendrite geography predict the specificity of synaptic connections in a functioning spinal cord network by Li, Wen-Chang, Cooke, Tom, Sautois, Bart, Soffe, Stephen R, Borisyuk, Roman, Roberts, Alan

“…How specific are the synaptic connections formed as neuronal networks develop and can simple rules account for the formation of functioning circuits? These…”
Get full text

Gradient based spinal cord axogenesis and locomotor connectome of the hatchling Xenopus tadpole by Kalam al Azad, Abul, Borisyuk, Roman, Roberts, Alan, Soffe, Steve

Get full text

Modeling perceptual multi-stability with Hodgkin-Huxley neurons by Chik, David, Borisyuk, Roman

Get full text

Oscillatory activity in the neural networks of spiking elements by Borisyuk, Roman

“…We study the dynamics of activity in the neural networks of enhanced integrate-and-fire elements (with random noise, refractory periods, signal propagation…”
Get full text

Modelling selective attention with Hodgkin-Huxley neurons by Chik, David, Borisyuk, Roman

Get full text

Reaction times in visual search can be explained by a simple model of neural synchronization by Kazanovich, Yakov, Borisyuk, Roman

“…We present an oscillatory neural network model that can account for reaction times in visual search experiments. The model consists of a central oscillator…”
Get full text

A theory of epineuronal memory by Borisyuk, Roman, Hoppensteadt, Frank

“…How can a brain maintain stable memories and behaviors when its underlying electrical and chemical structures are constantly changing? We investigate this…”
Get full text