Network: Computation in Neural Systems

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Top Articles

#	Title	Journal	Year	Citations
1	A review of methods for spike sorting: the detection and classification of neural action potentials	Network: Computation in Neural Systems	1998	769
2	The statistics of natural images	Network: Computation in Neural Systems	1994	605
3	A simple white noise analysis of neuronal light responses	Network: Computation in Neural Systems	2001	601
4	A review of methods for spike sorting: the detection and classification of neural action potentials	Network: Computation in Neural Systems	1998	576
5	Could information theory provide an ecological theory of sensory processing?	Network: Computation in Neural Systems	1992	564
6	Statistics of natural image categories	Network: Computation in Neural Systems	2003	538
7	A simple white noise analysis of neuronal light responses	Network: Computation in Neural Systems	2001	426
8	Redundancy reduction revisited	Network: Computation in Neural Systems	2001	422
9	Probable networks and plausible predictions — a review of practical Bayesian methods for supervised neural networks	Network: Computation in Neural Systems	1995	420
10	Natural image statistics and efficient coding	Network: Computation in Neural Systems	1996	340
11	Local feature analysis: a general statistical theory for object representation	Network: Computation in Neural Systems	1996	315
12	Statistics of natural time-varying images	Network: Computation in Neural Systems	1995	307
13	Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli	Network: Computation in Neural Systems	2001	294
14	Maximum likelihood estimation of cascade point-process neural encoding models	Network: Computation in Neural Systems	2004	292
15	Metric-space analysis of spike trains: theory, algorithms and application	Network: Computation in Neural Systems	1997	290
16	Probable networks and plausible predictions — a review of practical Bayesian methods for supervised neural networks	Network: Computation in Neural Systems	1995	287
17	Natural image statistics and efficient coding	Network: Computation in Neural Systems	1996	284
18	Natural scene statistics at the centre of gaze	Network: Computation in Neural Systems	1999	282
19	A review of methods for spike sorting: the detection and classification of neural action potentials	Network: Computation in Neural Systems	1998	282
20	Could information theory provide an ecological theory of sensory processing?	Network: Computation in Neural Systems	2011	281
21	Could information theory provide an ecological theory of sensory processing?	Network: Computation in Neural Systems	1992	267
22	Analytical estimates of limited sampling biases in different information measures	Network: Computation in Neural Systems	1996	262
23	Statistics of natural image categories	Network: Computation in Neural Systems	2003	261
24	Local feature analysis: a general statistical theory for object representation	Network: Computation in Neural Systems	1996	260
25	Phasic norepinephrine: A neural interrupt signal for unexpected events	Network: Computation in Neural Systems	2006	249
26	What determines the capacity of autoassociative memories in the brain?	Network: Computation in Neural Systems	1991	246
27	The development of topography in the visual cortex: a review of models	Network: Computation in Neural Systems	1996	240
28	(null)	Network: Computation in Neural Systems	1996	239
29	Mean-field analysis of neuronal spike dynamics	Network: Computation in Neural Systems	1993	228
30	A spatially continuous mean field theory of electrocortical activity	Network: Computation in Neural Systems	2002	225
31	Characterizing the sparseness of neural codes	Network: Computation in Neural Systems	2001	222
32	Maximum likelihood estimation of cascade point-process neural encoding models	Network: Computation in Neural Systems	2004	222
33	The development of topography in the visual cortex: a review of models	Network: Computation in Neural Systems	1996	216
34	A coupled attractor model of the rodent head direction system	Network: Computation in Neural Systems	1996	215
35	Causal connectivity of evolved neural networks during behavior	Network: Computation in Neural Systems	2005	211
36	Maximum likelihood estimation of cascade point-process neural encoding models	Network: Computation in Neural Systems	2004	210
37	Quantitative study of attractor neural network retrieving at low spike rates: I. substrate—spikes, rates and neuronal gain	Network: Computation in Neural Systems	1991	209
38	The principal components of natural images	Network: Computation in Neural Systems	1992	194
39	Entorhinal cortex grid cells can map to hippocampal place cells by competitive learning	Network: Computation in Neural Systems	2006	193
40	Nonlinear neurons in the low-noise limit: a factorial code maximizes information transfer	Network: Computation in Neural Systems	1994	173
41	Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli	Network: Computation in Neural Systems	2001	169
42	Metric-space analysis of spike trains: theory, algorithms and application	Network: Computation in Neural Systems	1997	163
43	Rapid state switching in balanced cortical network models	Network: Computation in Neural Systems	1995	160
44	Estimating sparse spectro-temporal receptive fields with natural stimuli	Network: Computation in Neural Systems	2007	160
45	Statistics of natural image categories	Network: Computation in Neural Systems	2003	157
46	A model of neocortex	Network: Computation in Neural Systems	1995	155
47	Redundancy reduction revisited	Network: Computation in Neural Systems	2001	149
48	An exact method to quantify the information transmitted by different mechanisms of correlational coding	Network: Computation in Neural Systems	2003	147
49	Independent component analysis applied to feature extraction from colour and stereo images	Network: Computation in Neural Systems	2000	146
50	Associative memory in a network of ‘spiking’ neurons	Network: Computation in Neural Systems	1992	143

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