Birgit Kriener, Moritz Helias, Stefan Rotter, Markus Diesmann, Gaute T. Einevoll:
How pattern formation in ring networks of excitatory and inhibitory spiking neurons depends on the input current regime.
Samuel Gershman, Ahmed A. Moustafa, Elliot A. Ludvig:
Time representation in reinforcement learning models of the basal ganglia.
Vignesh Muralidharan, Pragathi Priyadharsini Balasubramani, V. Srinivasa Chakravarthy, Simon J. G. Lewis, Ahmed A. Moustafa:
A computational model of altered gait patterns in Parkinson's Disease patients negotiating narrow doorways.
Douglas J. Bakkum, Milos Radivojevic, Urs Frey, Felix Franke, Andreas Hierlemann, Hirokazu Takahashi:
Parameters for burst detection.
Siemon de Lange, Marcel A. de Reus, Martijn P. van den Heuvel:
The Laplacian spectrum of neural networks.
Cristiano Alessandro, Juan Pablo Carbajal, Andrea d'Avella:
A computational analysis of motor synergies by dynamic response decomposition.
Adam R. Tomkins, Eleni Vasilaki, Christian Beste, Kevin N. Gurney, Mark D. Humphries:
Transient and steady-state selection in the striatal microcircuit.
Shivendra Tewari, Vladimir Parpura:
Data and model tango to aid the understanding of astrocyte-neuron signaling.
Manuel Marin, Daniel Zytnicki, Claude Meunier:
The dendritic location of the L-type current and its deactivation by the somatic AHP current both contribute to firing bistability in motoneurons.
Holger Finger, Peter König:
Phase synchrony facilitates binding and segmentation of natural images in a coupled neural oscillator network.
Ahmed A. Moustafa:
Freezing of gait and response conflict in Parkinson's disease: computational directions.
Drew Benjamin Sinha, Noah M. Ledbetter, Dennis L. Barbour:
Spike-timing computation properties of a feed-forward neural network model.
Alexander Bird, Magnus J. E. Richardson:
Long-term plasticity determines the postsynaptic response to correlated afferents with multivesicular short-term synaptic depression.
Michele Tagliabue, Joseph McIntyre:
A modular theory of multisensory integration for motor control.
Simona Olmi, Antonio Politi, Alessandro Torcini:
Linear stability in networks of pulse-coupled neurons.
Fatemeh Bakouie, Keivan Moradi, Shahriar Gharibzadeh, Farzad Towhidkhah:
Bifurcation analysis of "synchronization fluctuation": a diagnostic measure of brain epileptic states.
Andrea K. Barreiro, Julijana Gjorgjieva, Fred Rieke, Eric Shea-Brown:
When do microcircuits produce beyond-pairwise correlations?
Zoran Tiganj, Sylvain Chevallier, Eric Monacelli:
Influence of extracellular oscillations on neural communication: a computational perspective.
Demba E. Ba, Simona Temereanca, Emery N. Brown:
Algorithms for the analysis of ensemble neural spiking activity using simultaneous-event multivariate point-process models.
Sébastien Joucla, Alain Glière, Blaise Yvert:
Current approaches to model extracellular electrical neural microstimulation.
Yuko Hara, Franco Pestilli, Justin L. Gardner:
Differing effects of attention in single-units and populations are well predicted by heterogeneous tuning and the normalization model of attention.
Mohammad Reza Paraan, Fatemeh Bakouie, Shahriar Gharibzadeh:
A more realistic quantum mechanical model of conscious perception during binocular rivalry.
Rubin Wang, Ziyin Wang:
Energy distribution property and energy coding of a structural neural network.
Tobias A. Mattei:
Unveiling complexity: non-linear and fractal analysis in neuroscience and cognitive psychology.
Astronomical apology for fractal analysis: spectroscopy's place in the cognitive neurosciences.
Jorge F. Mejías, Alexandre Payeur, Erik Selin, Leonard Maler, André Longtin:
Subtractive, divisive and non-monotonic gain control in feedforward nets linearized by noise and delays.
Mitsuhiro Hayashibe, Shingo Shimoda:
Synergetic motor control paradigm for optimizing energy efficiency of multijoint reaching via tacit learning.
Marta Russo, Mattia D'Andola, Alessandro Portone, Francesco Lacquaniti, Andrea d'Avella:
Dimensionality of joint torques and muscle patterns for reaching.
Hiroshi Saito, Kentaro Katahira, Kazuo Okanoya, Masato Okada:
Bayesian deterministic decision making: a normative account of the operant matching law and heavy-tailed reward history dependency of choices.
Simon A. Overduin, Andrea d'Avella, Jose M. Carmena, Emilio Bizzi:
Muscle synergies evoked by microstimulation are preferentially encoded during behavior.
Tyler D. Bancroft, Jeremy Hogeveen, William E. Hockley, Philip Servos:
TMS-induced neural noise in sensory cortex interferes with short-term memory storage in prefrontal cortex.
Alexander Spröwitz, Mostafa Ajallooeian, Alexandre Tuleu, Auke Jan Ijspeert:
Kinematic primitives for walking and trotting gaits of a quadruped robot with compliant legs.
Efficient coding of spectrotemporal binaural sounds leads to emergence of the auditory space representation.
Fatemeh Yavari, Farzad Towhidkhah, Mohammad Darainy:
A hypothesis on the role of perturbation size on the human sensorimotor adaptation.
Arnold Ziesche, Fred H. Hamker:
Brain circuits underlying visual stability across eye movements - converging evidence for a neuro-computational model of area LIP.
Mikhail I. Rabinovich, Pablo Varona, Irma Tristan, Valentin S. Afraimovich:
Chunking dynamics: heteroclinics in mind.
Guiyeom Kang, Madeleine M. Lowery:
Effects of antidromic and orthodromic activation of STN afferent axons during DBS in Parkinson's disease: a simulation study.
Emily Patricia Stephen, Kyle Q. Lepage, Uri T. Eden, Peter Brunner, Gerwin Schalk, Jonathan S. Brumberg, Frank H. Guenther, Mark A. Kramer:
Assessing dynamics, spatial scale, and uncertainty in task-related brain network analyses.
Ali Borji, Laurent Itti:
Optimal attentional modulation of a neural population.
(Withdrawn) Sensing risk, fearing uncertainty: systems science approach to change. Tristan James Webb, Edmund T. Rolls:
Deformation-specific and deformation-invariant visual object recognition: pose vs. identity recognition of people and deforming objects.
Daniel Soudry, Ron Meir:
The neuronal response at extended timescales: long-term correlations without long-term memory.
Daniel Soudry, Ron Meir:
The neuronal response at extended timescales: a linearized spiking input-output relation.
Mark Stephen Rowan, Samuel A. Neymotin, William W. Lytton:
Electrostimulation to reduce synaptic scaling driven progression of Alzheimer's disease.
Rodrigo Sigala, Sebastian Haufe, Dipanjan Roy, Hubert R. Dinse, Petra Ritter:
The role of alpha-rhythm states in perceptual learning: insights from experiments and computational models.
Danilo Jimenez Rezende, Wulfram Gerstner:
Stochastic variational learning in recurrent spiking networks.
Abdelmalik Moujahid, Alicia D'Anjou, Manuel Graña:
Energy demands of diverse spiking cells from the neocortex, hippocampus, and thalamus.
Malihe Molaie, Razieh Falahian, Shahriar Gharibzadeh, Sajad Jafari, Julien Clinton Sprott:
Artificial neural networks: powerful tools for modeling chaotic behavior in the nervous system.
Daniel J. Graham:
Routing in the brain.
Sirko Straube, Mario Michael Krell:
How to evaluate an agent's behavior to infrequent events? - Reliable performance estimation insensitive to class distribution.
Quantized response times are a signature of a neuronal bottleneck in decision.
Jules Lallouette, Maurizio De Pittà, Eshel Ben-Jacob, Hugues Berry:
Sparse short-distance connections enhance calcium wave propagation in a 3D model of astrocyte networks.
Pragathi Priyadharsini Balasubramani, V. Srinivasa Chakravarthy, Balaraman Ravindran, Ahmed A. Moustafa:
An extended reinforcement learning model of basal ganglia to understand the contributions of serotonin and dopamine in risk-based decision making, reward prediction, and punishment learning.
Denise Berger, Andrea d'Avella:
Effective force control by muscle synergies.
Steve N'Guyen, Charles Thurat, Benoît Girard:
Saccade learning with concurrent cortical and subcortical basal ganglia loops.
Amir Goldental, Shoshana Guberman, Roni Vardi, Ido Kanter:
A computational paradigm for dynamic logic-gates in neuronal activity.
Michele Migliore, Francesco Cavarretta, Michael L. Hines, Gordon M. Shepherd:
Distributed organization of a brain microcircuit analyzed by three-dimensional modeling: the olfactory bulb.
Christopher D. Fiorillo, Jaekyung Kim, Su Z. Hong:
The meaning of spikes from the neuron's point of view: predictive homeostasis generates the appearance of randomness.
Cedric E. Ginestet, Arnaud P. Fournel, Andy Simmons:
Statistical network analysis for functional MRI: summary networks and group comparisons.
Florence I. Kleberg, Tomoki Fukai, Matthieu Gilson:
Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity.
Philosophical reflections on therapeutic brain stimulation.
David Kronemyer, Alexander Bystritsky:
A non-linear dynamical approach to belief revision in cognitive behavioral therapy.
Brent Doiron, Ashok Litwin-Kumar:
Balanced neural architecture and the idling brain.
Cristina Savin, Jochen Triesch:
Emergence of task-dependent representations in working memory circuits.
Jorrit Steven Montijn, Martin Vinck, Cyriel M. A. Pennartz:
Population coding in mouse visual cortex: response reliability and dissociability of stimulus tuning and noise correlation.
Fermín Segovia, Rosemary Holt, Michael D. Spencer, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Christophe Phillips, Lindsay Chura, Simon Baron-Cohen, John Suckling:
Identifying endophenotypes of autism: a multivariate approach.
Pavel Anatolyevich Puzerey, Roberto Fernández Galán:
On how correlations between excitatory and inhibitory synaptic inputs maximize the information rate of neuronal firing.
Maciej Kaminski, Katarzyna J. Blinowska:
Directed Transfer Function is not influenced by volume conduction - inexpedient pre-processing should be avoided.
Gerhard Neumann, Christian Daniel, Alexandros Paraschos, Andras Gabor Kupcsik, Jan Peters:
Learning modular policies for robotics.
Kamal Abuhassan, Damien Coyle, Liam P. Maguire:
Compensating for thalamocortical synaptic loss in Alzheimer's disease.
Torsten Lüdge, Robert Urbanczik, Walter Senn:
Modulation of orientation-selective neurons by motion: when additive, when multiplicative?
Naveen Kuppuswamy, Christopher M. Harris:
Do muscle synergies reduce the dimensionality of behavior?
Pengsheng Zheng, Jochen Triesch:
Robust development of synfire chains from multiple plasticity mechanisms.
Florian Fiebig, Anders Lansner:
Memory consolidation from seconds to weeks: a three-stage neural network model with autonomous reinstatement dynamics.
Jonathan Binas, Ueli Rutishauser, Giacomo Indiveri, Michael Pfeiffer:
Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticity.
William H. Alexander, Joshua W. Brown:
A general role for medial prefrontal cortex in event prediction.
From image processing to computational neuroscience: a neural model based on histogram equalization.
Masoud Ghodrati, Amirhossein Farzmahdi, Karim Rajaei, Reza Ebrahimpour, Seyed-Mahdi Khaligh-Razavi:
Feedforward object-vision models only tolerate small image variations compared to human.
Sareh Zendehrouh, Shahriar Gharibzadeh, Farzad Towhidkhah:
The hypothetical cost-conflict monitor: is it a possible trigger for conflict-driven control mechanisms in the human brain?
Zahra Ghanbari, Shahriar Gharibzadeh:
Synchrony analysis: application in early diagnosis, staging and prognosis of multiple sclerosis.
Shirin Mahdavi, Fatemeh Yavari, Shahriar Gharibzadeh, Farzad Towhidkhah:
Modeling studies for designing transcranial direct current stimulation protocol in Alzheimer's disease.
John H. C. Palmer, Pulin Gong:
Associative learning of classical conditioning as an emergent property of spatially extended spiking neural circuits with synaptic plasticity.
Georgios Detorakis, Nicolas P. Rougier:
Structure of receptive fields in a computational model of area 3b of primary sensory cortex.
George Azzopardi, Nicolai Petkov:
Ventral-stream-like shape representation: from pixel intensity values to trainable object-selective COSFIRE models.
Douglas Zhou, Yaoyu Zhang, Yanyang Xiao, David Cai:
Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics.
Arnulf B. A. Graf:
From neuronal populations to behavior: a computational journey.
Alexander Schwegmann, Jens Peter Lindemann, Martin Egelhaaf:
Depth information in natural environments derived from optic flow by insect motion detection system: a model analysis.
Carolyn Jeane Perry, Mazyar Fallah:
Feature integration and object representations along the dorsal stream visual hierarchy.
Andrew Isaac Meso, Claudio Simoncini:
Towards an understanding of the roles of visual areas MT and MST in computing speed.
Stephan Tschechne, Heiko Neumann:
Hierarchical representation of shapes in visual cortex - from localized features to figural shape segregation.
Edmund T. Rolls, Tristan James Webb:
Finding and recognizing objects in natural scenes: complementary computations in the dorsal and ventral visual systems.
Eli Shlizerman, Jeffrey Riffell, J. Nathan Kutz:
Data-driven inference of network connectivity for modeling the dynamics of neural codes in the insect antennal lobe.
Richard Naud, Brice Bathellier, Wulfram Gerstner:
Spike-timing prediction in cortical neurons with active dendrites.
Adam Sol Shai, Christof Koch, Costas A. Anastassiou:
Spike-timing control by dendritic plateau potentials in the presence of synaptic barrages.
Rebeca Marfil, Antonio Jesús Palomino, Antonio Bandera:
Combining segmentation and attention: a new foveal attention model.
Niceto Rafael Luque, Jesús Alberto Garrido, Richard Rafael Carrillo, Egidio D'Angelo, Eduardo Ros:
Fast convergence of learning requires plasticity between inferior olive and deep cerebellar nuclei in a manipulation task: a closed-loop robotic simulation.
Miriam Zacksenhouse, Mikhail A. Lebedev, Miguel A. L. Nicolelis:
Signal-independent timescale analysis (SITA) and its application for neural coding during reaching and walking.
Brett Thomas Buttliere:
Using science and psychology to improve the dissemination and evaluation of scientific work.
Michael D. Forrest:
Intracellular calcium dynamics permit a Purkinje neuron model to perform toggle and gain computations upon its inputs.
Masoud Ghodrati, Karim Rajaei, Reza Ebrahimpour:
The importance of visual features in generic vs. specialized object recognition: a computational study.
Brian J. Fischer, Armin H. Seidl:
Resolution of interaural time differences in the avian sound localization circuit - a modeling study.
Robert Rosenbaum, Tatjana Tchumatchenko, Rubén Moreno-Bote:
Correlated neuronal activity and its relationship to coding, dynamics and network architecture.
Su Z. Hong, Haram R. Kim, Christopher D. Fiorillo:
T-type calcium channels promote predictive homeostasis of input-output relations in thalamocortical neurons of lateral geniculate nucleus.
Aurel A. Lazar, Yiyin Zhou:
Volterra dendritic stimulus processors and biophysical spike generators with intrinsic noise sources.
Petar Tomov, Rodrigo Felipe De Oliveira Pena, Michael A. Zaks, Antonio C. Roque:
Sustained oscillations, irregular firing, and chaotic dynamics in hierarchical modular networks with mixtures of electrophysiological cell types.
Cian O'Donnell, Mark C. W. van Rossum:
Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise.
Markus M. Knodel, Romina Geiger, Lihao Ge, Daniel Bucher, Alfio Grillo, Gabriel Wittum, Christoph Schuster, Gillian Queisser:
Synaptic bouton properties are tuned to best fit the prevailing firing pattern.
Hojeong Kim, C. J. Heckman:
Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite.
Sunhyoung Han, Nuno Vasconcelos:
Object recognition with hierarchical discriminant saliency networks.
Jorge F. Mejías, André Longtin:
Differential effects of excitatory and inhibitory heterogeneity on the gain and asynchronous state of sparse cortical networks.
Daniel Leeds, John A. Pyles, Michael J. Tarr:
Exploration of complex visual feature spaces for object perception.
Honi Sanders, Brian E. Kolterman, Roman Shusterman, Dmitry Rinberg, Alexei A. Koulakov, John Lisman:
A network that performs brute-force conversion of a temporal sequence to a spatial pattern: relevance to odor recognition.
Ana Bengoetxea, Françoise Leurs, Thomas Hoellinger, Ana-Maria Cebolla, Bernard Dan, Joseph McIntyre, Guy Cheron:
Physiological modules for generating discrete and rhythmic movements: action identification by a dynamic recurrent neural network.
Benjamin Dummer, Stefan Wieland, Benjamin Lindner:
Self-consistent determination of the spike-train power spectrum in a neural network with sparse connectivity.
Loreen Hertäg, Daniel Durstewitz, Nicolas Brunel:
Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise.
Friedl De Groote, Ilse Jonkers, Jacques Duysens:
Task constraints and minimization of muscle effort result in a small number of muscle synergies during gait.
Mini-max feedback control as a computational theory of sensorimotor control in the presence of structural uncertainty.
Xia Wu, Xinyu Yu, Li Yao, Rui Li:
Bayesian network analysis revealed the connectivity difference of the default mode network from the resting-state to task-state.
Astrid Zeman, Oliver Obst, Kevin R. Brooks:
Complex cells decrease errors for the Müller-Lyer illusion in a model of the visual ventral stream.
Do rational numbers play a role in selection for stochasticity?
Raoul R. Nigmatullin, Rashid Giniatullin, Andrei Skorinkin:
Membrane current series monitoring: essential reduction of data points to finite number of stable parameters.
Aurel A. Lazar, Yevgeniy B. Slutskiy:
Channel identification machines for multidimensional receptive fields.
Xiaojuan Guo, Yan Wang, Kewei Chen, Xia Wu, Jiacai Zhang, Ke Li, Zhen Jin, Li Yao:
Characterizing structural association alterations within brain networks in normal aging using Gaussian Bayesian networks.
Devika Narain, Jeroen B. J. Smeets, Pascal Mamassian, Eli Brenner, Robert J. van Beers:
Structure learning and the Occam's razor principle: a new view of human function acquisition.