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Frontiers in Computational Neuroscience, Volume 8
Volume 8, 2014
- Michele Tagliabue, Joseph McIntyre
:
A modular theory of multisensory integration for motor control. 1 - Alexander D. Bird, Magnus J. E. Richardson:
Long-term plasticity determines the postsynaptic response to correlated afferents with multivesicular short-term synaptic depression. 2 - Shivendra Tewari, Vladimir Parpura:
Data and model tango to aid the understanding of astrocyte-neuron signaling. 3 - Manuel Marin
The dendritic location of the L-type current and its deactivation by the somatic AHP current both contribute to firing bistability in motoneurons. 4 - Drew Benjamin Sinha, Noah M. Ledbetter, Dennis L. Barbour
Spike-timing computation properties of a feed-forward neural network model. 5 - Demba E. Ba, Simona Temereanca
Algorithms for the analysis of ensemble neural spiking activity using simultaneous-event multivariate point-process models. 6 - Ahmed A. Moustafa
Freezing of gait and response conflict in Parkinson's disease: computational directions. 7 - Simona Olmi
Linear stability in networks of pulse-coupled neurons. 8 - Zoran Tiganj, Sylvain Chevallier
Influence of extracellular oscillations on neural communication: a computational perspective. 9 - Andrea K. Barreiro, Julijana Gjorgjieva
When do microcircuits produce beyond-pairwise correlations? 10 - Fatemeh Bakouie, Keivan Moradi
Bifurcation analysis of "synchronization fluctuation": a diagnostic measure of brain epileptic states. 11 - Yuko Hara, Franco Pestilli
Differing effects of attention in single-units and populations are well predicted by heterogeneous tuning and the normalization model of attention. 12 - Sébastien Joucla, Alain Glière, Blaise Yvert:
Current approaches to model extracellular electrical neural microstimulation. 13 - Rubin Wang, Ziyin Wang:
Energy distribution property and energy coding of a structural neural network. 14 - Mohammad Reza Paraan, Fatemeh Bakouie, Shahriar Gharibzadeh
A more realistic quantum mechanical model of conscious perception during binocular rivalry. 15 - Damian Kelty-Stephen
Astronomical apology for fractal analysis: spectroscopy's place in the cognitive neurosciences. 16 - Tobias A. Mattei:
Unveiling complexity: non-linear and fractal analysis in neuroscience and cognitive psychology. 17 - 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. 18 - Jorge F. Mejías
Subtractive, divisive and non-monotonic gain control in feedforward nets linearized by noise and delays. 19 - Simon A. Overduin, Andrea d'Avella
Muscle synergies evoked by microstimulation are preferentially encoded during behavior. 20 - Mitsuhiro Hayashibe
Synergetic motor control paradigm for optimizing energy efficiency of multijoint reaching via tacit learning. 21 - Mikhail I. Rabinovich
Chunking dynamics: heteroclinics in mind. 22 - Tyler D. Bancroft, Jeremy Hogeveen
TMS-induced neural noise in sensory cortex interferes with short-term memory storage in prefrontal cortex. 23 - Marta Russo
Dimensionality of joint torques and muscle patterns for reaching. 24 - Arnold Ziesche, Fred H. Hamker
Brain circuits underlying visual stability across eye movements - converging evidence for a neuro-computational model of area LIP. 25 - Wiktor Mlynarski:
Efficient coding of spectrotemporal binaural sounds leads to emergence of the auditory space representation. 26 - Alexander Spröwitz
Kinematic primitives for walking and trotting gaits of a quadruped robot with compliant legs. 27 - Fatemeh Yavari, Farzad Towhidkhah
A hypothesis on the role of perturbation size on the human sensorimotor adaptation. 28 - Daniel Soudry, Ron Meir:
The neuronal response at extended timescales: a linearized spiking input-output relation. 29 - (Withdrawn) Sensing risk, fearing uncertainty: systems science approach to change. 30
- Emily Patricia Stephen, Kyle Q. Lepage, Uri T. Eden
Assessing dynamics, spatial scale, and uncertainty in task-related brain network analyses. 31 - Guiyeom Kang, Madeleine M. Lowery
Effects of antidromic and orthodromic activation of STN afferent axons during DBS in Parkinson's disease: a simulation study. 32 - Ali Borji, Laurent Itti:
Optimal attentional modulation of a neural population. 34 - Daniel Soudry, Ron Meir:
The neuronal response at extended timescales: long-term correlations without long-term memory. 35 - Rodrigo Sigala, Sebastian Haufe, Dipanjan Roy
The role of alpha-rhythm states in perceptual learning: insights from experiments and computational models. 36 - Tristan James Webb, Edmund T. Rolls
Deformation-specific and deformation-invariant visual object recognition: pose vs. identity recognition of people and deforming objects. 37 - Danilo Jimenez Rezende, Wulfram Gerstner
Stochastic variational learning in recurrent spiking networks. 38 - Mark Stephen Rowan, Samuel A. Neymotin
Electrostimulation to reduce synaptic scaling driven progression of Alzheimer's disease. 39 - Malihe Molaie, Razieh Falahian
Artificial neural networks: powerful tools for modeling chaotic behavior in the nervous system. 40 - Abdelmalik Moujahid
Energy demands of diverse spiking cells from the neocortex, hippocampus, and thalamus. 41 - Pietro Perona:
Quantized response times are a signature of a neuronal bottleneck in decision. 42 - Sirko Straube
How to evaluate an agent's behavior to infrequent events? - Reliable performance estimation insensitive to class distribution. 43 - Daniel J. Graham:
Routing in the brain. 44 - Jules Lallouette
Sparse short-distance connections enhance calcium wave propagation in a 3D model of astrocyte networks. 45 - Denise J. Berger
Effective force control by muscle synergies. 46 - Pragathi Priyadharsini Balasubramani
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. 47 - Steve N'Guyen, Charles Thurat, Benoît Girard
Saccade learning with concurrent cortical and subcortical basal ganglia loops. 48 - Christopher D. Fiorillo
The meaning of spikes from the neuron's point of view: predictive homeostasis generates the appearance of randomness. 49 - Michele Migliore
Distributed organization of a brain microcircuit analyzed by three-dimensional modeling: the olfactory bulb. 50 - Cedric E. Ginestet, Arnaud P. Fournel, Andy Simmons:
Statistical network analysis for functional MRI: summary networks and group comparisons. 51 - Amir Goldental, Shoshana Guberman, Roni Vardi, Ido Kanter:
A computational paradigm for dynamic logic-gates in neuronal activity. 52 - Florence I. Kleberg, Tomoki Fukai
Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity. 53 - Walter Glannon:
Philosophical reflections on therapeutic brain stimulation. 54 - David Kronemyer, Alexander Bystritsky:
A non-linear dynamical approach to belief revision in cognitive behavioral therapy. 55 - Brent Doiron, Ashok Litwin-Kumar
Balanced neural architecture and the idling brain. 56 - Cristina Savin
Emergence of task-dependent representations in working memory circuits. 57 - Jorrit Steven Montijn
Population coding in mouse visual cortex: response reliability and dissociability of stimulus tuning and noise correlation. 58 - Pavel Anatolyevich Puzerey, Roberto Fernández Galán
On how correlations between excitatory and inhibitory synaptic inputs maximize the information rate of neuronal firing. 59 - Fermín Segovia
Identifying endophenotypes of autism: a multivariate approach. 60 - Maciej Kaminski
Directed Transfer Function is not influenced by volume conduction - inexpedient pre-processing should be avoided. 61 - Gerhard Neumann
Learning modular policies for robotics. 62 - Naveen Kuppuswamy, Christopher M. Harris:
Do muscle synergies reduce the dimensionality of behavior? 63 - Florian Fiebig
Memory consolidation from seconds to weeks: a three-stage neural network model with autonomous reinstatement dynamics. 64 - Kamal Abuhassan
Compensating for thalamocortical synaptic loss in Alzheimer's disease. 65 - Pengsheng Zheng, Jochen Triesch:
Robust development of synfire chains from multiple plasticity mechanisms. 66 - Torsten Lüdge
Modulation of orientation-selective neurons by motion: when additive, when multiplicative? 67 - Jonathan Binas
Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticity. 68 - William H. Alexander, Joshua W. Brown:
A general role for medial prefrontal cortex in event prediction. 69 - Eli Shlizerman
Data-driven inference of network connectivity for modeling the dynamics of neural codes in the insect antennal lobe. 70 - Marcelo Bertalmío
From image processing to computational neuroscience: a neural model based on histogram equalization. 71 - Shirin Mahdavi, Fatemeh Yavari, Shahriar Gharibzadeh
Modeling studies for designing transcranial direct current stimulation protocol in Alzheimer's disease. 72 - Zahra Ghanbari, Shahriar Gharibzadeh
Synchrony analysis: application in early diagnosis, staging and prognosis of multiple sclerosis. 73 - Masoud Ghodrati
Feedforward object-vision models only tolerate small image variations compared to human. 74 - Douglas Zhou
Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics. 75 - Georgios Detorakis, Nicolas P. Rougier
Structure of receptive fields in a computational model of area 3b of primary sensory cortex. 76 - Sareh Zendehrouh
The hypothetical cost-conflict monitor: is it a possible trigger for conflict-driven control mechanisms in the human brain? 77 - Masoud Ghodrati
The importance of visual features in generic vs. specialized object recognition: a computational study. 78 - John H. C. Palmer, Pulin Gong
Associative learning of classical conditioning as an emergent property of spatially extended spiking neural circuits with synaptic plasticity. 79 - George Azzopardi
Ventral-stream-like shape representation: from pixel intensity values to trainable object-selective COSFIRE models. 80 - Arnulf B. A. Graf:
From neuronal populations to behavior: a computational journey. 81 - Brett Thomas Buttliere
Using science and psychology to improve the dissemination and evaluation of scientific work. 82 - Alexander Schwegmann, Jens Peter Lindemann
Depth information in natural environments derived from optic flow by insect motion detection system: a model analysis. 83 - Carolyn Jeane Perry, Mazyar Fallah:
Feature integration and object representations along the dorsal stream visual hierarchy. 84 - Edmund T. Rolls
Finding and recognizing objects in natural scenes: complementary computations in the dorsal and ventral visual systems. 85 - Michael D. Forrest
Intracellular calcium dynamics permit a Purkinje neuron model to perform toggle and gain computations upon its inputs. 86 - Adam Sol Shai, Christof Koch
Spike-timing control by dendritic plateau potentials in the presence of synaptic barrages. 89 - Richard Naud
Spike-timing prediction in cortical neurons with active dendrites. 90 - Miriam Zacksenhouse
Signal-independent timescale analysis (SITA) and its application for neural coding during reaching and walking. 91 - Andrew Isaac Meso
Towards an understanding of the roles of visual areas MT and MST in computing speed. 92 - Stephan Tschechne, Heiko Neumann:
Hierarchical representation of shapes in visual cortex - from localized features to figural shape segregation. 93 - Aurel A. Lazar
Volterra dendritic stimulus processors and biophysical spike generators with intrinsic noise sources. 95 - Rebeca Marfil
Combining segmentation and attention: a new foveal attention model. 96 - Niceto Rafael Luque
Fast convergence of learning requires plasticity between inferior olive and deep cerebellar nuclei in a manipulation task: a closed-loop robotic simulation. 97 - Su Z. Hong, Haram R. Kim
T-type calcium channels promote predictive homeostasis of input-output relations in thalamocortical neurons of lateral geniculate nucleus. 98 - Brian J. Fischer, Armin H. Seidl:
Resolution of interaural time differences in the avian sound localization circuit - a modeling study. 99 - Ana Bengoetxea, Françoise Leurs, Thomas Hoellinger, Ana-Maria Cebolla, Bernard Dan
Physiological modules for generating discrete and rhythmic movements: action identification by a dynamic recurrent neural network. 100 - Markus M. Knodel
Synaptic bouton properties are tuned to best fit the prevailing firing pattern. 101 - Robert Rosenbaum
Correlated neuronal activity and its relationship to coding, dynamics and network architecture. 102 - Petar Tomov, Rodrigo Felipe De Oliveira Pena
Sustained oscillations, irregular firing, and chaotic dynamics in hierarchical modular networks with mixtures of electrophysiological cell types. 103 - Benjamin Dummer, Stefan Wieland
Self-consistent determination of the spike-train power spectrum in a neural network with sparse connectivity. 104 - Cian O'Donnell
Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise. 105 - Daniel D. Leeds, John A. Pyles
Exploration of complex visual feature spaces for object perception. 106 - Jorge F. Mejías
Differential effects of excitatory and inhibitory heterogeneity on the gain and asynchronous state of sparse cortical networks. 107 - Honi Sanders
A network that performs brute-force conversion of a temporal sequence to a spatial pattern: relevance to odor recognition. 108 - Sunhyoung Han, Nuno Vasconcelos
Object recognition with hierarchical discriminant saliency networks. 109 - Hojeong Kim, Charles J. Heckman
Neuromodulation impact on nonlinear firing behavior of a reduced model motoneuron with the active dendrite. 110 - Peter F. Rowat, Priscilla E. Greenwood:
The ISI distribution of the stochastic Hodgkin-Huxley neuron. 111 - Astrid Zeman
Complex cells decrease errors for the Müller-Lyer illusion in a model of the visual ventral stream. 112 - Robert Sinclair
Do rational numbers play a role in selection for stochasticity? 113 - Dmitri V. Krioukov
Brain theory. 114 - Friedl De Groote
Task constraints and minimization of muscle effort result in a small number of muscle synergies during gait. 115 - 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. 116 - Aurel A. Lazar
Channel identification machines for multidimensional receptive fields. 117 - 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. 118 - Yuki Ueyama
Mini-max feedback control as a computational theory of sensorimotor control in the presence of structural uncertainty. 119 - Raoul R. Nigmatullin, Rashid Giniatullin
Membrane current series monitoring: essential reduction of data points to finite number of stable parameters. 120 - Devika Narain
Structure learning and the Occam's razor principle: a new view of human function acquisition. 121 - 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. 122 - Guillaume Lajoie, Jean-Philippe Thivierge, Eric Shea-Brown:
Structured chaos shapes spike-response noise entropy in balanced neural networks. 123 - Renato Carlos Farinha Duarte
Dynamic stability of sequential stimulus representations in adapting neuronal networks. 124 - Lele Xu, Tingting Fan, Xia Wu, Kewei Chen, Xiaojuan Guo, Jiacai Zhang, Li Yao:
A pooling-LiNGAM algorithm for effective connectivity analysis of fMRI data. 125 - Ronald J. Janssen
Quantifying uncertainty in brain network measures using Bayesian connectomics. 126 - Takahiro Doi, Ichiro Fujita:
Cross-matching: a modified cross-correlation underlying threshold energy model and match-based depth perception. 127 - Fábio M. Simões-de-Souza, Gabriela Antunes, Antônio Carlos Roque-da-Silva:
Electrical responses of three classes of granule cells of the olfactory bulb to synaptic inputs in different dendritic locations. 128 - Mikhail Katkov
Word length effect in free recall of randomly assembled word lists. 129 - Carlos Toledo-Suárez, Renato Carlos Farinha Duarte
Liquid computing on and off the edge of chaos with a striatal microcircuit. 130 - Concha Bielza
Bayesian networks in neuroscience: a survey. 131 - Omid Rezai, Ashley Kleinhans
Modeling the shape hierarchy for visually guided grasping. 132 - Kubra Komek Kirli, Raymond Young-Jin Cho, G. Bard Ermentrout:
Computational study of NMDA conductance and cortical oscillations in schizophrenia. 133 - Yaniv Morgenstern, Dhara Venkata Rukmini, Barry Monson, Dale Purves:
Properties of artificial neurons that report lightness based on accumulated experience with luminance. 134 - Michael H. Herzog
Why vision is not both hierarchical and feedforward. 135 - Birgit Kriener, Håkon Enger, Tom Tetzlaff
Dynamics of self-sustained asynchronous-irregular activity in random networks of spiking neurons with strong synapses. 136 - Balazs Szigeti
OpenWorm: an open-science approach to modeling Caenorhabditis elegans. 137 - Amir Tal, Moshe Bar
The proactive brain and the fate of dead hypotheses. 138 - Danilo Pezo, Daniel Soudry, Patricio Orio
Diffusion approximation-based simulation of stochastic ion channels: which method to use? 139 - Hafsteinn Einarsson
A high-capacity model for one shot association learning in the brain. 140 - Chuanxin Minos Niu, Sirish K. Nandyala, Terence D. Sanger:
Emulated muscle spindle and spiking afferents validates VLSI neuromorphic hardware as a testbed for sensorimotor function and disease. 141 - Fereshteh Lagzi, Stefan Rotter:
A Markov model for the temporal dynamics of balanced random networks of finite size. 142 - Takashi Hayakawa, Takeshi Kaneko, Toshio Aoyagi
A biologically plausible learning rule for the Infomax on recurrent neural networks. 143 - Thomas Bührmann
Spinal circuits can accommodate interaction torques during multijoint limb movements. 144 - Tanushree B. Luke, Ernest Barreto
Macroscopic complexity from an autonomous network of networks of theta neurons. 145 - Foteini Protopapa, Constantinos I. Siettos
Granger causality analysis reveals distinct spatio-temporal connectivity patterns in motor and perceptual visuo-spatial working memory. 146 - Deepak Khosla, Yang Chen, Kyungnam Kim:
A neuromorphic system for video object recognition. 147 - Michael John O'Brien, Corey M. Thibeault, Narayan Srinivasa:
A novel analytical characterization for short-term plasticity parameters in spiking neural networks. 148 - Dimitris A. Pinotsis
Neural masses and fields: modeling the dynamics of brain activity. 149 - Bojan Mihaljevic
Multi-dimensional classification of GABAergic interneurons with Bayesian network-modeled label uncertainty. 150 - Ashvin Shah, Kevin N. Gurney:
Finding minimal action sequences with a simple evaluation of actions. 151 - Jason T. Moyer, Benjamin L. Halterman, Leif H. Finkel, John A. Wolf:
Lateral and feedforward inhibition suppress asynchronous activity in a large, biophysically-detailed computational model of the striatal network. 152 - Anantharaman Gopalakrishnan, Luca Modenese
A novel computational framework for deducing muscle synergies from experimental joint moments. 153 - Martin Ebert, Christian Hauptmann, Peter A. Tass
Coordinated reset stimulation in a large-scale model of the STN-GPe circuit. 154 - Seif Eldawlatly
Temporal precision in population - but not individual neuron - dynamics reveals rapid experience-dependent plasticity in the rat barrel cortex. 155 - Ignacio Álvarez Illán
Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach. 156 - William C. Lennon Jr., Robert Hecht-Nielsen, Tadashi Yamazaki
A spiking network model of cerebellar Purkinje cells and molecular layer interneurons exhibiting irregular firing. 157 - Jonas Kubilius, Johan Wagemans
A conceptual framework of computations in mid-level vision. 158 - Narayan Srinivasa, Youngkwan Cho:
Unsupervised discrimination of patterns in spiking neural networks with excitatory and inhibitory synaptic plasticity. 159 - Gerard J. Rinkus:
Sparsey™: event recognition via deep hierarchical sparse distributed codes. 160 - Fabiano Baroni
Heterogeneity of heterogeneities in neuronal networks. 161 - Julien Modolo
The next move in neuromodulation therapy: a question of timing. 162 - Bahar Moezzi, Nicolangelo Iannella
Modelling the influence of short term depression in vesicle release and stochastic calcium channel gating on auditory nerve spontaneous firing statistics. 163 - Steven J. Cox, Bosen Du, Danny C. Sorensen:
Model Reduction of Strong-Weak Neurons. 164 - Arne-Freerk Meyer
Temporal variability of spectro-temporal receptive fields in the anesthetized auditory cortex. 165 - Sara Ashley Steele, Daniel Tranchina, John Rinzel:
An alternating renewal process describes the buildup of perceptual segregation. 166 - Miguel Angel Fuentes
Stochastic model predicts evolving preferences in the Iowa gambling task. 167 - Kandan Ramakrishnan, H. Steven Scholte
Visual dictionaries as intermediate features in the human brain. 168 - Ana Bengoetxea, Françoise Leurs, Thomas Hoellinger, Ana-Maria Cebolla, Bernard Dan
Physiological modules for generating discrete and rhythmic movements: component analysis of EMG signals. 169 - Fatemeh Yavari:
Does our brain use the same policy for interacting with people and manipulating different objects? 170 - Chou Po Hung, Ding Cui
Correlated activity supports efficient cortical processing. 171 - Thaddeus Cybulski, Joshua I. Glaser
Spatial information in large-scale neural recordings. 172 - Sanne Schoenmakers
Gaussian mixture models and semantic gating improve reconstructions from human brain activity. 173 - Michael J. Rempe, Jonathan P. Wisor:
Cerebral lactate dynamics across sleep/wake cycles. 174 - Umberto Esposito, Michele Giugliano
Adaptation of short-term plasticity parameters via error-driven learning may explain the correlation between activity-dependent synaptic properties, connectivity motifs and target specificity. 175
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