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Top Articles

#TitleJournalYearCitations
1A review of methods for spike sorting: the detection and classification of neural action potentialsNetwork: Computation in Neural Systems1998769
2Transfer entropy—a model-free measure of effective connectivity for the neurosciencesJournal of Computational Neuroscience2011753
3Synchronous oscillations in neuronal systems: Mechanisms and functionsJournal of Computational Neuroscience1994707
4When inhibition not excitation synchronizes neural firingJournal of Computational Neuroscience1994696
5Simulation of networks of spiking neurons: A review of tools and strategiesJournal of Computational Neuroscience2007639
6The statistics of natural imagesNetwork: Computation in Neural Systems1994605
7A simple white noise analysis of neuronal light responsesNetwork: Computation in Neural Systems2001601
8Could information theory provide an ecological theory of sensory processing?Network: Computation in Neural Systems1992564
9Statistics of natural image categoriesNetwork: Computation in Neural Systems2003538
10Intrinsic and network rhythmogenesis in a reduced traub model for CA3 neuronsJournal of Computational Neuroscience1994524
11High Frequency Stimulation of the Subthalamic Nucleus Eliminates Pathological Thalamic Rhythmicity in a Computational ModelJournal of Computational Neuroscience2004511
12Synthesis of models for excitable membranes, synaptic transmission and neuromodulation using a common kinetic formalismJournal of Computational Neuroscience1994508
13Vector reconstruction from firing ratesJournal of Computational Neuroscience1994434
14A simple white noise analysis of neuronal light responsesNetwork: Computation in Neural Systems2001426
15Redundancy reduction revisitedNetwork: Computation in Neural Systems2001422
16Probable networks and plausible predictions — a review of practical Bayesian methods for supervised neural networksNetwork: Computation in Neural Systems1995420
17Synchronization and oscillatory dynamics in heterogeneous, mutually inhibited neuronsJournal of Computational Neuroscience1998369
18Natural image statistics and efficient codingNetwork: Computation in Neural Systems1996340
19Temporal encoding in nervous systems: A rigorous definitionJournal of Computational Neuroscience1995336
20Kernel bandwidth optimization in spike rate estimationJournal of Computational Neuroscience2010328
21ModelDB: A Database to Support Computational NeuroscienceJournal of Computational Neuroscience2004311
22Statistics of natural time-varying imagesNetwork: Computation in Neural Systems1995307
23Role of an A-type K+ conductance in the back-propagation of action potentials in the dendrites of hippocampal pyramidal neuronsJournal of Computational Neuroscience1999307
24A spiking neuron model for binocular rivalryJournal of Computational Neuroscience2002306
25Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuliNetwork: Computation in Neural Systems2001294
26Maximum likelihood estimation of cascade point-process neural encoding modelsNetwork: Computation in Neural Systems2004292
27Metric-space analysis of spike trains: theory, algorithms and applicationNetwork: Computation in Neural Systems1997290
28Natural image statistics and efficient codingNetwork: Computation in Neural Systems1996284
29Natural scene statistics at the centre of gazeNetwork: Computation in Neural Systems1999282
30A review of methods for spike sorting: the detection and classification of neural action potentialsNetwork: Computation in Neural Systems1998282
31Could information theory provide an ecological theory of sensory processing?Network: Computation in Neural Systems2011281
32Two’s company, three (or more) is a simplexJournal of Computational Neuroscience2016279
33Analytical estimates of limited sampling biases in different information measuresNetwork: Computation in Neural Systems1996262
34Local feature analysis: a general statistical theory for object representationNetwork: Computation in Neural Systems1996260
35Phasic norepinephrine: A neural interrupt signal for unexpected eventsNetwork: Computation in Neural Systems2006249
36What determines the capacity of autoassociative memories in the brain?Network: Computation in Neural Systems1991246
37Predicting spike timing of neocortical pyramidal neurons by simple threshold modelsJournal of Computational Neuroscience2006246
38Estimating the directed information to infer causal relationships in ensemble neural spike train recordingsJournal of Computational Neuroscience2011245
39Mechanisms for oscillation and frequency control in reciprocally inhibitory model neural networksJournal of Computational Neuroscience1994243
40The development of topography in the visual cortex: a review of modelsNetwork: Computation in Neural Systems1996240
41(null)Network: Computation in Neural Systems1996239
42The influence of sodium and potassium dynamics on excitability, seizures, and the stability of persistent states: I. Single neuron dynamicsJournal of Computational Neuroscience2009230
43Mean-field analysis of neuronal spike dynamicsNetwork: Computation in Neural Systems1993228
44Dynamics of spiking neurons connected by both inhibitory and electrical couplingJournal of Computational Neuroscience2003228
45A spatially continuous mean field theory of electrocortical activityNetwork: Computation in Neural Systems2002225
46Characterizing the sparseness of neural codesNetwork: Computation in Neural Systems2001222
47The development of topography in the visual cortex: a review of modelsNetwork: Computation in Neural Systems1996216
48A coupled attractor model of the rodent head direction systemNetwork: Computation in Neural Systems1996215
49Cliques and cavities in the human connectomeJournal of Computational Neuroscience2018215
50Robust spectrotemporal reverse correlation for the auditory system: optimizing stimulus designJournal of Computational Neuroscience2000212
51Causal connectivity of evolved neural networks during behaviorNetwork: Computation in Neural Systems2005211
52Maximum likelihood estimation of cascade point-process neural encoding modelsNetwork: Computation in Neural Systems2004210
53Quantitative study of attractor neural network retrieving at low spike rates: I. substrate—spikes, rates and neuronal gainNetwork: Computation in Neural Systems1991209
54Intrinsic dendritic filtering gives low-pass power spectra of local field potentialsJournal of Computational Neuroscience2010208
55The principal components of natural imagesNetwork: Computation in Neural Systems1992194
56Entorhinal cortex grid cells can map to hippocampal place cells by competitive learningNetwork: Computation in Neural Systems2006193
57Self-sustained asynchronous irregular states and Up–Down states in thalamic, cortical and thalamocortical networks of nonlinear integrate-and-fire neuronsJournal of Computational Neuroscience2009193
58Point process models of single-neuron dischargesJournal of Computational Neuroscience1996190
59On the simulation of large populations of neuronsJournal of Computational Neuroscience2000189
60Twenty years of ModelDB and beyond: building essential modeling tools for the future of neuroscienceJournal of Computational Neuroscience2017182
61Information flow and temporal coding in primate pattern visionJournal of Computational Neuroscience1995178
62Simulation of gamma rhythms in networks of interneurons and pyramidal cellsJournal of Computational Neuroscience1997175
63Nonlinear neurons in the low-noise limit: a factorial code maximizes information transferNetwork: Computation in Neural Systems1994173
64Balance between noise and adaptation in competition models of perceptual bistabilityJournal of Computational Neuroscience2009173
65Parallel network simulations with NEURONJournal of Computational Neuroscience2006170
66Synergy, redundancy, and multivariate information measures: an experimentalist’s perspectiveJournal of Computational Neuroscience2014170
67Dopamine modulation in the basal ganglia locks the gate to working memoryJournal of Computational Neuroscience2006169
68Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuliNetwork: Computation in Neural Systems2001169
69A new look at state-space models for neural dataJournal of Computational Neuroscience2010165
70Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivityJournal of Computational Neuroscience2011165
71Oscillations in Large-Scale Cortical Networks: Map-Based ModelJournal of Computational Neuroscience2004161
72Rapid state switching in balanced cortical network modelsNetwork: Computation in Neural Systems1995160
73Estimating sparse spectro-temporal receptive fields with natural stimuliNetwork: Computation in Neural Systems2007160
74Frequency change detection in human auditory cortexJournal of Computational Neuroscience1999157
75Statistics of natural image categoriesNetwork: Computation in Neural Systems2003157
76A model of neocortexNetwork: Computation in Neural Systems1995155
77On directed information theory and Granger causality graphsJournal of Computational Neuroscience2011155
78A model for the neuronal implementation of selective visual attention based on temporal correlation among neuronsJournal of Computational Neuroscience1994154
79Turning on and off with excitation: the role of spike-timing asynchrony and synchrony in sustained neural activityJournal of Computational Neuroscience2001153
80Inhibition synchronizes sparsely connected cortical neurons within and between columns in realistic network modelsJournal of Computational Neuroscience1996152
81Synchronization of strongly coupled excitatory neurons: relating network behavior to biophysicsJournal of Computational Neuroscience2003152
82A novel approach to the detection of synchronisation in EEG based on empirical mode decompositionJournal of Computational Neuroscience2007149
83Redundancy reduction revisitedNetwork: Computation in Neural Systems2001149
84An exact method to quantify the information transmitted by different mechanisms of correlational codingNetwork: Computation in Neural Systems2003147
85Chaos and synchrony in a model of a hypercolumn in visual cortexJournal of Computational Neuroscience1996146
86Independent component analysis applied to feature extraction from colour and stereo imagesNetwork: Computation in Neural Systems2000146
87A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fieldsJournal of Computational Neuroscience2007146
88Associative memory in a network of ‘spiking’ neuronsNetwork: Computation in Neural Systems1992143
89New roles for the gamma rhythm: population tuning and preprocessing for the Beta rhythmJournal of Computational Neuroscience2003139
90Information encoding and computation with spikes and burstsNetwork: Computation in Neural Systems2003139
91Dynamics of a recurrent network of spiking neurons before and following learningNetwork: Computation in Neural Systems1997134
92The relative advantages of sparse versus distributed encoding for associative neuronal networks in the brainNetwork: Computation in Neural Systems1990133
93Optimal ensemble averaging of neural networksNetwork: Computation in Neural Systems1997132
94Encoding Stimulus Information by Spike Numbers and Mean Response Time in Primary Auditory CortexJournal of Computational Neuroscience2005130
95Rapid determination of particle velocity from space-time images using the Radon transformJournal of Computational Neuroscience2010129
96Simulating Hebb cell assemblies: the necessity for partitioned dendritic trees and a post-not-pre LTD ruleNetwork: Computation in Neural Systems1993128
97Intracortical connectivity of pyramidal and stellate cells: estimates of synaptic densities and coupling symmetryNetwork: Computation in Neural Systems1994127
98Comparison of brain–computer interface decoding algorithms in open-loop and closed-loop controlJournal of Computational Neuroscience2010127
99Improved measures of phase-coupling between spikes and the Local Field PotentialJournal of Computational Neuroscience2012127
100Using extracellular action potential recordings to constrain compartmental modelsJournal of Computational Neuroscience2007126