-
1
-
-
12144290812
-
Estimating the entropy rate of spike trains via lempel-ziv complexity
-
Amigó, J. M., Szczepanski, J., Wajnryb, E., and Sanchez-Vives, M. V. (2004). Estimating the entropy rate of spike trains via lempel-ziv complexity. Neural Comput. 16, 717-736.
-
(2004)
Neural Comput
, vol.16
, pp. 717-736
-
-
Amigó, J.M.1
Szczepanski, J.2
Wajnryb, E.3
Sanchez-Vives, M.V.4
-
2
-
-
0035282992
-
Correlated firing in macaque visual area MT: time scales and relationship to behavior
-
Bair, W., Zohary, E., and Newsome, W. T. (2001). Correlated firing in macaque visual area MT: time scales and relationship to behavior. J. Neurosci. 21, 1676-1697.
-
(2001)
J. Neurosci.
, vol.21
, pp. 1676-1697
-
-
Bair, W.1
Zohary, E.2
Newsome, W.T.3
-
4
-
-
0036559157
-
Redundancy and synergy arising from pairwise correlations in neuronal ensembles
-
Bezzi, M., Diamond, M. E., and Treves, A. (2002). Redundancy and synergy arising from pairwise correlations in neuronal ensembles. J. Comput. Neurosci. 12, 165-174.
-
(2002)
J. Comput. Neurosci.
, vol.12
, pp. 165-174
-
-
Bezzi, M.1
Diamond, M.E.2
Treves, A.3
-
5
-
-
0025870306
-
Reading a neural code
-
Bialek, W., Rieke, F., de Ruyter van Steveninck, R. R., and Warland, D. (1991). Reading a neural code. Science 252, 1854-1857.
-
(1991)
Science
, vol.252
, pp. 1854-1857
-
-
Bialek, W.1
Rieke, F.2
de Ruyter van Steveninck, R.R.3
Warland, D.4
-
6
-
-
0033334496
-
Information theory and neural coding
-
Borst, A., and Theunissen, F. (1999). Information theory and neural coding. Nat. Neurosci. 2, 947-957.
-
(1999)
Nat. Neurosci.
, vol.2
, pp. 947-957
-
-
Borst, A.1
Theunissen, F.2
-
7
-
-
0034222403
-
Synergy in a neural code
-
Brenner, N., Strong, S. P., Koberle, R., Bialek, W., and de Ruyter van Steveninck, R. R. (2000). Synergy in a neural code. Neural Comput. 12, 1531-1552.
-
(2000)
Neural Comput
, vol.12
, pp. 1531-1552
-
-
Brenner, N.1
Strong, S.P.2
Koberle, R.3
Bialek, W.4
de Ruyter van Steveninck, R.R.5
-
8
-
-
2142765521
-
Multiple neural spike train data analysis: state-of-the-art and future challenges
-
Brown, E. N., Kass, R. E., and Mitra, P. P. (2004). Multiple neural spike train data analysis: state-of-the-art and future challenges. Nat. Neurosci. 7, 456-461.
-
(2004)
Nat. Neurosci.
, vol.7
, pp. 456-461
-
-
Brown, E.N.1
Kass, R.E.2
Mitra, P.P.3
-
10
-
-
3042691891
-
Information transfer rate of nonspiking afferent neurons in the crab
-
DiCaprio, R. A. (2004). Information transfer rate of nonspiking afferent neurons in the crab. J. Neurophysiol. 92, 302-310.
-
(2004)
J. Neurophysiol.
, vol.92
, pp. 302-310
-
-
DiCaprio, R.A.1
-
11
-
-
79151486126
-
Information theory in neuroscience
-
Dimitrov, A. G., Lazar, A. A., and Victor, J. D. (2011). Information theory in neuroscience. J. Comput. Neurosci. 30, 1-5.
-
(2011)
J. Comput. Neurosci.
, vol.30
, pp. 1-5
-
-
Dimitrov, A.G.1
Lazar, A.A.2
Victor, J.D.3
-
12
-
-
0348079739
-
"Synergy and redundancy among brain cells of behaving monkeys,"
-
eds M. Kearns, S. Solla, and D. Cohn (Cambridge, MA: MIT press)
-
Gat, I., and Tishby, N. (1999). " Synergy and redundancy among brain cells of behaving monkeys," in Advances in Neural Processing Systems, Vol. 11, eds M. Kearns, S. Solla, and D. Cohn (Cambridge, MA: MIT press), 465-471.
-
(1999)
Advances in Neural Processing Systems
, vol.11
, pp. 465-471
-
-
Gat, I.1
Tishby, N.2
-
13
-
-
0027263732
-
How independent are the messages carried by adjacent inferior temporal cortical neurons?
-
Gawne, T. J., and Richmond, B. J. (1993). How independent are the messages carried by adjacent inferior temporal cortical neurons? J. Neurosci. 13, 2758-2771.
-
(1993)
J. Neurosci
, vol.13
, pp. 2758-2771
-
-
Gawne, T.J.1
Richmond, B.J.2
-
14
-
-
77649245604
-
The computational structure of spike trains
-
Haslinger, R., Klinkner, K. L., and Shalizi, C. R. (2010). The computational structure of spike trains. Neural Comput. 22, 121-157.
-
(2010)
Neural Comput
, vol.22
, pp. 121-157
-
-
Haslinger, R.1
Klinkner, K.L.2
Shalizi, C.R.3
-
15
-
-
77953812601
-
Information-theoretic methods for studying population codes
-
Ince, R. A. A., Senatore, R., Arabzadeh, E., Montani, F., Diamond, M. E., and Panzeri, S. (2010). Information-theoretic methods for studying population codes. Neural Netw. 23, 713-727.
-
(2010)
Neural Netw
, vol.23
, pp. 713-727
-
-
Ince, R.A.A.1
Senatore, R.2
Arabzadeh, E.3
Montani, F.4
Diamond, M.E.5
Panzeri, S.6
-
16
-
-
11944266539
-
Information theory and statistical mechanics
-
Jaynes, E. (1957). Information theory and statistical mechanics. Phys. Rev. 106, 620-630.
-
(1957)
Phys. Rev.
, vol.106
, pp. 620-630
-
-
Jaynes, E.1
-
17
-
-
19544382559
-
Synergy, redundancy, and independence in population codes, revisited
-
Latham, P. E., and Nirenberg, S. (2005). Synergy, redundancy, and independence in population codes, revisited. J. Neurosci. 25, 5195-5206.
-
(2005)
J. Neurosci.
, vol.25
, pp. 5195-5206
-
-
Latham, P.E.1
Nirenberg, S.2
-
18
-
-
0016880887
-
On the complexity of finite sequences
-
Lempel, A., and Ziv, J. (1976). On the complexity of finite sequences. IEEE Trans. Inf. Theory 22, 75-88.
-
(1976)
IEEE Trans. Inf. Theory
, vol.22
, pp. 75-88
-
-
Lempel, A.1
Ziv, J.2
-
19
-
-
20344396954
-
-
Washington, DC: The Mathematical Association of America
-
Lewand, R. (2000). Cryptological Mathematics, Washington, DC: The Mathematical Association of America.
-
(2000)
Cryptological Mathematics
-
-
Lewand, R.1
-
20
-
-
68649122865
-
A toolbox for the fast information analysis of multiple-site lfp, eeg and spike train recordings
-
doi: 10.1186/1471-2202-10-81
-
Magri, C., Whittingstall, K., Singh, V., Logothetis, N. K., and Panzeri, S. (2009). A toolbox for the fast information analysis of multiple-site lfp, eeg and spike train recordings. BMC Neurosci. 10, 81. doi: 10.1186/1471-2202-10-81
-
(2009)
BMC Neurosci
, vol.10
, pp. 81
-
-
Magri, C.1
Whittingstall, K.2
Singh, V.3
Logothetis, N.K.4
Panzeri, S.5
-
21
-
-
33847346389
-
The role of correlations in direction and contrast coding in the primary visual cortex
-
Montani, F., Kohn, A., Smith, M. A., and Schultz, S. R. (2007). The role of correlations in direction and contrast coding in the primary visual cortex. J. Neurosci. 27, 2338-2348.
-
(2007)
J. Neurosci.
, vol.27
, pp. 2338-2348
-
-
Montani, F.1
Kohn, A.2
Smith, M.A.3
Schultz, S.R.4
-
22
-
-
36248960534
-
Tight data-robust bounds to mutual information combining shuffling and model selection techniques
-
Montemurro, M. A., Senatore, R., and Panzeri, S. (2007). Tight data-robust bounds to mutual information combining shuffling and model selection techniques. Neural Comput. 19, 2913-2957.
-
(2007)
Neural Comput
, vol.19
, pp. 2913-2957
-
-
Montemurro, M.A.1
Senatore, R.2
Panzeri, S.3
-
23
-
-
34948851847
-
Analyzing the activity of large populations of neurons: how tractable is the problem?
-
Nirenberg, S. H., and Victor, J. D. (2007). Analyzing the activity of large populations of neurons: how tractable is the problem? Curr. Opin. Neurobiol. 17, 397-400.
-
(2007)
Curr. Opin. Neurobiol
, vol.17
, pp. 397-400
-
-
Nirenberg, S.H.1
Victor, J.D.2
-
24
-
-
0023137042
-
Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. III. information theoretic analysis
-
Optican, L. M., and Richmond, B. J. (1987). Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. III. information theoretic analysis. J. Neurophysiol. 57, 162-178.
-
(1987)
J. Neurophysiol
, vol.57
, pp. 162-178
-
-
Optican, L.M.1
Richmond, B.J.2
-
25
-
-
34848820532
-
Statistical models for neural encoding, decoding, and optimal stimulus design. Prog
-
Paninski, L., Pillow, J., and Lewi, J. (2007). Statistical models for neural encoding, decoding, and optimal stimulus design. Prog. Brain Res. 165, 493-507.
-
(2007)
Brain Res
, vol.165
, pp. 493-507
-
-
Paninski, L.1
Pillow, J.2
Lewi, J.3
-
26
-
-
0035374404
-
A unified approach to the study of temporal, correlational, and rate coding
-
Panzeri, S., and Schultz, S. R. (2001). A unified approach to the study of temporal, correlational, and rate coding. Neural Comput. 13, 1311-1349.
-
(2001)
Neural Comput
, vol.13
, pp. 1311-1349
-
-
Panzeri, S.1
Schultz, S.R.2
-
27
-
-
0033594680
-
Correlations and the encoding of information in the nervous system
-
Panzeri, S., Schultz, S. R., Treves, A., and Rolls, E. T. (1999). Correlations and the encoding of information in the nervous system. Proc. Biol. Sci. 266, 1001-1012.
-
(1999)
Proc. Biol. Sci.
, vol.266
, pp. 1001-1012
-
-
Panzeri, S.1
Schultz, S.R.2
Treves, A.3
Rolls, E.T.4
-
28
-
-
34548790687
-
Correcting for the sampling bias problem in spike train information measures
-
Panzeri, S., Senatore, R., Montemurro, M. A., and Petersen, R. S. (2007). Correcting for the sampling bias problem in spike train information measures. J. Neurophysiol. 98, 1064-1072.
-
(2007)
J. Neurophysiol.
, vol.98
, pp. 1064-1072
-
-
Panzeri, S.1
Senatore, R.2
Montemurro, M.A.3
Petersen, R.S.4
-
29
-
-
0035829717
-
Population coding of stimulus location in rat somatosensory cortex
-
Petersen, R. S., Panzeri, S., and Diamond, M. E. (2001). Population coding of stimulus location in rat somatosensory cortex. Neuron 32, 503-514.
-
(2001)
Neuron
, vol.32
, pp. 503-514
-
-
Petersen, R.S.1
Panzeri, S.2
Diamond, M.E.3
-
30
-
-
50049100348
-
Spatio-temporal correlations and visual signalling in a complete neuronal population
-
Pillow, J. W., Shlens, J., Paninski, L., Sher, A., Litke, A. M., Chichilnisky, E. J., and Simoncelli, E. P. (2008). Spatio-temporal correlations and visual signalling in a complete neuronal population. Nature 454, 995-999.
-
(2008)
Nature
, vol.454
, pp. 995-999
-
-
Pillow, J.W.1
Shlens, J.2
Paninski, L.3
Sher, A.4
Litke, A.M.5
Chichilnisky, E.J.6
Simoncelli, E.P.7
-
31
-
-
22944447128
-
Data-robust tight lower bounds to the information carried by spike times of a neuronal population
-
Pola, G., Petersen, R. S., Thiele, A., Young, M. P., and Panzeri, S. (2005). Data-robust tight lower bounds to the information carried by spike times of a neuronal population. Neural Comput. 17, 1962-2005.
-
(2005)
Neural Comput
, vol.17
, pp. 1962-2005
-
-
Pola, G.1
Petersen, R.S.2
Thiele, A.3
Young, M.P.4
Panzeri, S.5
-
32
-
-
0347423196
-
An exact method to quantify the information transmittedby different mechanisms of correlational coding
-
Pola, G., Thiele, A., Hoffmann, K. P., and Panzeri, S. (2003). An exact method to quantify the information transmittedby different mechanisms of correlational coding. Network 14, 35-60.
-
(2003)
Network
, vol.14
, pp. 35-60
-
-
Pola, G.1
Thiele, A.2
Hoffmann, K.P.3
Panzeri, S.4
-
33
-
-
60549113334
-
Extracting information from neuronal populations: information theory and decoding approaches
-
Quiroga, R. Q., and Panzeri, S. (2009). Extracting information from neuronal populations: information theory and decoding approaches. Nat. Rev. Neurosci. 10, 173-185.
-
(2009)
Nat. Rev. Neurosci.
, vol.10
, pp. 173-185
-
-
Quiroga, R.Q.1
Panzeri, S.2
-
34
-
-
0023102629
-
Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. II. quantification of response waveform
-
Richmond, B. J., and Optican, L. M. (1987). Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. II. quantification of response waveform. J. Neurophysiol. 57, 147-161.
-
(1987)
J. Neurophysiol.
, vol.57
, pp. 147-161
-
-
Richmond, B.J.1
Optican, L.M.2
-
35
-
-
0023130095
-
Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. I. response characteristics
-
Richmond, B. J., Optican, L. M., Podell, M., and Spitzer, H. (1987). Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. I. response characteristics. J. Neurophysiol. 57, 132-146.
-
(1987)
J. Neurophysiol
, vol.57
, pp. 132-146
-
-
Richmond, B.J.1
Optican, L.M.2
Podell, M.3
Spitzer, H.4
-
36
-
-
0003634127
-
-
Cambridge, MA: MIT Press
-
Rieke, F., Warland, D., Steveninck, R. d., and Bialek, W. (1997). Spikes: Exploring the Neural Code. Cambridge, MA: MIT Press.
-
(1997)
Spikes: Exploring the Neural Code
-
-
Rieke, F.1
Warland, D.2
Steveninck R.d. Bialek, W.3
-
37
-
-
67049119347
-
Pairwise maximum entropy models for studying large biological systems: when they can work and when they can't
-
doi: 10.1371/journal. pcbi.1000380
-
Roudi, Y., Nirenberg, S., and Latham, P. E. (2009). Pairwise maximum entropy models for studying large biological systems: when they can work and when they can't. PLoS Comput. Biol.5, e1000380. doi: 10.1371/journal. pcbi.1000380
-
(2009)
PLoS Comput. Biol
, vol.5
-
-
Roudi, Y.1
Nirenberg, S.2
Latham, P.E.3
-
38
-
-
33646170322
-
Weak pairwise correlations imply strongly correlated network states in a neural population
-
Schneidman, E., Berry, M. J., Segev, R., and Bialek, W. (2006). Weak pairwise correlations imply strongly correlated network states in a neural population. Nature 440, 1007-1012.
-
(2006)
Nature
, vol.440
, pp. 1007-1012
-
-
Schneidman, E.1
Berry, M.J.2
Segev, R.3
Bialek, W.4
-
39
-
-
0347064157
-
Synergy, redundancy, and independence in population codes
-
Schneidman, E., Bialek, W., and Berry, M. J. (2003). Synergy, redundancy, and independence in population codes. J. Neurosci. 23, 11539-11553.
-
(2003)
J. Neurosci.
, vol.23
, pp. 11539-11553
-
-
Schneidman, E.1
Bialek, W.2
Berry, M.J.3
-
40
-
-
33748287964
-
An Algorithm for Pattern Discovery in Time Series
-
Shalizi, C. R., Shalizi, K. L., and Crutchfield, J. P. (2002). An Algorithm for Pattern Discovery in Time Series. Technical Report, Santa Fe Institute, 1-26. Available at http://arxiv.org/abs/cs.LG/0210025
-
(2002)
Technical Report, Santa Fe Institute
, pp. 1-26
-
-
Shalizi, C.R.1
Shalizi, K.L.2
Crutchfield, J.P.3
-
41
-
-
84856043672
-
A mathematical theory of communication
-
Shannon, C. (1948). A mathematical theory of communication. Bell Syst. Technical J. 27, 379-423, 623-656.
-
(1948)
Bell Syst. Technical J.
, vol.27
, Issue.379-423
, pp. 623-656
-
-
Shannon, C.1
-
43
-
-
84911837213
-
Communication in the presence of noise
-
Shannon, C. E. (1949). Communication in the presence of noise. Proc. IEEE 37, 10-21.
-
(1949)
Proc. IEEE
, vol.37
, pp. 10-21
-
-
Shannon, C.E.1
-
44
-
-
33748175149
-
The structure of multi-neuron firing patterns in primate retina
-
Shlens, J., Field, G. D., Gauthier, J. L., Grivich, M. I., Petrusca, D., Sher, A.,Litke, A. M., and Chichilnisky, E. J. (2006). The structure of multi-neuron firing patterns in primate retina. J. Neurosci. 26, 8254-8266.
-
(2006)
J. Neurosci.
, vol.26
, pp. 8254-8266
-
-
Shlens, J.1
Field, G.D.2
Gauthier, J.L.3
Grivich, M.I.4
Petrusca, D.5
Sher, A.6
Litke, A.M.7
Chichilnisky, E.J.8
-
45
-
-
0000989527
-
Entropy and information in neural spike trains
-
Strong, S. P., Koberle, R., de Ruyter van Steveninck, R. R., and Bialek, W. (1998). Entropy and information in neural spike trains. Phys. Rev. Lett. 80, 197-200.
-
(1998)
Phys. Rev. Lett.
, vol.80
, pp. 197-200
-
-
Strong, S.P.1
Koberle, R.2
de Ruyter van Steveninck, R.R.3
Bialek, W.4
-
46
-
-
17144432611
-
Application of lempel-ziv complexity to the analysis of neural discharges
-
Szczepanski, J., Amigó, J. M., Wajnryb, E., and Sanchez-Vives, M. V. (2003). Application of lempel-ziv complexity to the analysis of neural discharges. Network 14, 335-350.
-
(2003)
Network
, vol.14
, pp. 335-350
-
-
Szczepanski, J.1
Amigó, J.M.2
Wajnryb, E.3
Sanchez-Vives, M.V.4
-
47
-
-
79955817708
-
Mutual information and redundancy in spontaneous communication between cortical neurons
-
Szczepanski, J., Arnold, M., Wajnryb, E., Amigó, J. M., and Sanchez-Vives, M. V. (2011). Mutual information and redundancy in spontaneous communication between cortical neurons. Biol. Cybern. 104, 161-174.
-
(2011)
Biol. Cybern.
, vol.104
, pp. 161-174
-
-
Szczepanski, J.1
Arnold, M.2
Wajnryb, E.3
Amigó, J.M.4
Sanchez-Vives, M.V.5
-
48
-
-
38649136181
-
Approaches to information-theoretic analysis of neural activity
-
Victor, J. D. (2006). Approaches to information-theoretic analysis of neural activity. Biol. Theory 1, 302-316.
-
(2006)
Biol. Theory
, vol.1
, pp. 302-316
-
-
Victor, J.D.1
-
49
-
-
80053153769
-
Estimating the amount of information carried by a neuronal population
-
doi: 10.3389/ fncom.2010.00010
-
Yu, Y., Crumiller, M., Knight, B., and Kaplan, E. (2010). Estimating the amount of information carried by a neuronal population. Front. Comput. Neurosci. 4:10. doi: 10.3389/ fncom.2010.00010
-
(2010)
Front. Comput. Neurosci.
, vol.4
-
-
Yu, Y.1
Crumiller, M.2
Knight, B.3
Kaplan, E.4
-
50
-
-
0028290996
-
Correlated neuronal discharge rate and its implications for psychophysical performance
-
Zohary, E., Shadlen, M. N., and Newsome, W. T. (1994). Correlated neuronal discharge rate and its implications for psychophysical performance. Nature 370, 140-143.
-
(1994)
Nature
, vol.370
, pp. 140-143
-
-
Zohary, E.1
Shadlen, M.N.2
Newsome, W.T.3
|