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Volumn 113, Issue 3, 2015, Pages 1015-1033

Extracting information in spike time patterns with wavelets and information theory

Author keywords

Decoding; Information theory; Neuronal coding; Temporal coding; Wavelets

Indexed keywords

ADULT; ANIMAL CELL; ANIMAL EXPERIMENT; ARTICLE; AUDITORY CORTEX; HAPLORHINI; INFORMATION RETRIEVAL; INFORMATION SCIENCE; NERVE CELL; NOISE; NONHUMAN; PRIMARY SOMATOSENSORY CORTEX; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; RAT; SENSORY STIMULATION; SPIKE WAVE; STIMULUS RESPONSE; TASK PERFORMANCE; ALGORITHM; ANIMAL; BRAIN CORTEX; ELECTROPHYSIOLOGY; EVOKED RESPONSE; PHYSIOLOGY; PROCEDURES; SIGNAL NOISE RATIO;

EID: 84922222205     PISSN: 00223077     EISSN: 15221598     Source Type: Journal    
DOI: 10.1152/jn.00380.2014     Document Type: Article
Times cited : (19)

References (52)
  • 1
    • 84944495616 scopus 로고
    • The impulses produced by sensory nerve-endings: Part II. The response of a single end-organ
    • Adrian ED, Zotterman Y. The impulses produced by sensory nerve-endings: Part II. The response of a single end-organ. J Physiol 61: 151–171, 1926.
    • (1926) J Physiol , vol.61 , pp. 151-171
    • Adrian, E.D.1    Zotterman, Y.2
  • 2
    • 84870952790 scopus 로고    scopus 로고
    • Automatic denoising of single-trial evoked potentials
    • Ahmadi M, Quian Quiroga R. Automatic denoising of single-trial evoked potentials. Neuroimage 66: 672–680, 2013.
    • (2013) Neuroimage , vol.66 , pp. 672-680
    • Ahmadi, M.1    Quian Quiroga, R.2
  • 3
    • 33748479055 scopus 로고    scopus 로고
    • Deciphering the spike train of a sensory neuron: Counts and temporal patterns in the rat whisker pathway
    • Arabzadeh E, Panzeri S, Diamond ME. Deciphering the spike train of a sensory neuron: counts and temporal patterns in the rat whisker pathway. J Neurosci 26: 9216–9226, 2006.
    • (2006) J Neurosci , vol.26 , pp. 9216-9226
    • Arabzadeh, E.1    Panzeri, S.2    Diamond, M.E.3
  • 4
    • 0031012495 scopus 로고    scopus 로고
    • Signals and signs in the nervous system: The dynamic anatomy of electrical activity is probably information-rich
    • Bullock TH. Signals and signs in the nervous system: the dynamic anatomy of electrical activity is probably information-rich. Proc Natl Acad Sci USA 94: 1–6, 1997.
    • (1997) Proc Natl Acad Sci USA , vol.94 , pp. 1-6
    • Bullock, T.H.1
  • 7
    • 67651163571 scopus 로고    scopus 로고
    • Quality time: Representation of a multidimensional sensory domain through temporal coding
    • Di Lorenzo PM, Chen JY, Victor JD. Quality time: representation of a multidimensional sensory domain through temporal coding. J Neurosci 29: 9227–9238, 2009.
    • (2009) J Neurosci , vol.29 , pp. 9227-9238
    • Di Lorenzo, P.M.1    Chen, J.Y.2    Victor, J.D.3
  • 8
    • 0016439969 scopus 로고
    • Rigorous and extended application of information theory to afferent visual system of the cat. II. Experimental results
    • Eckhorn R, Popel B. Rigorous and extended application of information theory to afferent visual system of the cat. II. Experimental results. Biol Cybern 17: 7–17, 1975.
    • (1975) Biol Cybern , vol.17 , pp. 7-17
    • Eckhorn, R.1    Popel, B.2
  • 10
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fisher RA. The use of multiple measurements in taxonomic problems. Ann Hum Genet 7: 179–188, 1936.
    • (1936) Ann Hum Genet , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 11
    • 65949103404 scopus 로고    scopus 로고
    • Spike timing, spike count, and temporal information for the discrimination of tactile stimuli in the rat ventrobasal complex
    • Foffani G, Morales-Botello ML, Aguilar J. Spike timing, spike count, and temporal information for the discrimination of tactile stimuli in the rat ventrobasal complex. J Neurosci 29: 5964–5973, 2009.
    • (2009) J Neurosci , vol.29 , pp. 5964-5973
    • Foffani, G.1    Morales-Botello, M.L.2    Aguilar, J.3
  • 12
    • 33750337890 scopus 로고    scopus 로고
    • State-dependent modulation of time-varying gustatory responses
    • Fontanini A, Katz DB. State-dependent modulation of time-varying gustatory responses. J Neurophysiol 96: 3183–3193, 2006.
    • (2006) J Neurophysiol , vol.96 , pp. 3183-3193
    • Fontanini, A.1    Katz, D.B.2
  • 13
    • 78649318893 scopus 로고    scopus 로고
    • Multiplexing of motor information in the discharge of a collision detecting neuron during escape behaviors
    • Fotowat H, Harrison RR, Gabbiani F. Multiplexing of motor information in the discharge of a collision detecting neuron during escape behaviors. Neuron 69: 147–158, 2011.
    • (2011) Neuron , vol.69 , pp. 147-158
    • Fotowat, H.1    Harrison, R.R.2    Gabbiani, F.3
  • 14
    • 79951967267 scopus 로고    scopus 로고
    • The architecture of functional interaction networks in the retina
    • Ganmor E, Segev R, Schneidman E. The architecture of functional interaction networks in the retina. J Neurosci 31: 3044–3054, 2011.
    • (2011) J Neurosci , vol.31 , pp. 3044-3054
    • Ganmor, E.1    Segev, R.2    Schneidman, E.3
  • 15
    • 0036134524 scopus 로고    scopus 로고
    • Unitary events in multiple single-neuron spiking activity: 1.Detection and significance
    • Grun S, Diesmann M, Aertsen A. Unitary events in multiple single-neuron spiking activity: 1.Detection and significance. Neural Comput 14: 43–80, 2002.
    • (2002) Neural Comput , vol.14 , pp. 43-80
    • Grun, S.1    Diesmann, M.2    Aertsen, A.3
  • 16
    • 80052025971 scopus 로고    scopus 로고
    • Cortical state and attention
    • Harris KD, Thiele A. Cortical state and attention. Nat Rev Neurosci 12: 509–523, 2011.
    • (2011) Nat Rev Neurosci , vol.12 , pp. 509-523
    • Harris, K.D.1    Thiele, A.2
  • 17
    • 84878286224 scopus 로고    scopus 로고
    • Multiplexing stimulus information through rate and temporal codes in primate somatosensory cortex
    • Harvey MA, Saal HP, Dammann JF 3rd, Bensmaia SJ. Multiplexing stimulus information through rate and temporal codes in primate somatosensory cortex. PLoS Biol 11: e1001558, 2013.
    • (2013) Plos Biol , pp. 11
    • Harvey, M.A.1    Saal, H.P.2    Dammann, J.F.3    Bensmaia, S.J.4
  • 19
    • 78049247493 scopus 로고    scopus 로고
    • Millisecond encoding precision of auditory cortex neurons
    • Kayser C, Logothetis NK, Panzeri S. Millisecond encoding precision of auditory cortex neurons. Proc Natl Acad Sci USA 107: 16976–16981, 2010.
    • (2010) Proc Natl Acad Sci USA , vol.107 , pp. 16976-16981
    • Kayser, C.1    Logothetis, N.K.2    Panzeri, S.3
  • 20
    • 60449118134 scopus 로고    scopus 로고
    • Spike-phase coding boosts and stabilizes information carried by spatial and temporal spike patterns
    • Kayser C, Montemurro M, Logothetis N, Panzeri S. Spike-phase coding boosts and stabilizes information carried by spatial and temporal spike patterns. Neuron 61: 597–608, 2009.
    • (2009) Neuron , vol.61 , pp. 597-608
    • Kayser, C.1    Montemurro, M.2    Logothetis, N.3    Panzeri, S.4
  • 21
    • 0029950854 scopus 로고    scopus 로고
    • Temporal representations of odors in an olfactory network
    • Laurent G, Wehr M, Davidowitz H. Temporal representations of odors in an olfactory network. J Neurosci 16: 3837–3847, 1996.
    • (1996) J Neurosci , vol.16 , pp. 3837-3847
    • Laurent, G.1    Wehr, M.2    Davidowitz, H.3
  • 22
    • 0033981145 scopus 로고    scopus 로고
    • Experience-dependent plasticity of rat barrel cortex: Redistribution of activity across barrelcolumns
    • Lebedev MA, Mirabella G, Erchova I, Diamond ME. Experience-dependent plasticity of rat barrel cortex: redistribution of activity across barrelcolumns. Cereb Cortex 10: 23–31, 2000.
    • (2000) Cereb Cortex , vol.10 , pp. 23-31
    • Lebedev, M.A.1    Mirabella, G.2    Erchova, I.3    Diamond, M.E.4
  • 23
    • 27644482865 scopus 로고    scopus 로고
    • The theta/gamma discrete phase code occuring during the hippocampal phase precession may be a more general brain coding scheme
    • Lisman J. The theta/gamma discrete phase code occuring during the hippocampal phase precession may be a more general brain coding scheme. Hippocampus 15: 913–922, 2005.
    • (2005) Hippocampus , vol.15 , pp. 913-922
    • Lisman, J.1
  • 24
    • 84887615865 scopus 로고    scopus 로고
    • Detecting cell assemblies in large neuronal populations
    • Lopes-dos-Santos V, Ribeiro S, Tort AB. Detecting cell assemblies in large neuronal populations. J Neurosci Methods 220: 149–166, 2013.
    • (2013) J Neurosci Methods , vol.220 , pp. 149-166
    • Lopes-Dos-Santos, V.1    Ribeiro, S.2    Tort, A.B.3
  • 25
    • 68649122865 scopus 로고    scopus 로고
    • Toolbox for the fast information analysis of multiple-site LFP, EEG and spike train recordings
    • Magri C, Whittingstall K, Singh V, Logothetis NK, Panzeri S. A toolbox for the fast information analysis of multiple-site LFP, EEG and spike train recordings. BMC Neurosci 10: 81, 2009.
    • (2009) BMC Neurosci , vol.10 , pp. 81
    • Magri, C.1    Whittingstall, K.2    Singh, V.3    Logothetis, N.K.4    Panzeri, S.A.5
  • 29
    • 77649326776 scopus 로고    scopus 로고
    • Information encoding and reconstruction from the phase of action potentials
    • Nadasdy Z. Information encoding and reconstruction from the phase of action potentials. Front Syst Neurosci 3: 6, 2009.
    • (2009) Front Syst Neurosci , vol.3 , pp. 6
    • Nadasdy, Z.1
  • 30
    • 42749107407 scopus 로고    scopus 로고
    • De Ruyter van Steveninck R. Entropy and information in neural spike trains: Progress on the sampling problem
    • Nemenman I, Bialek W, de Ruyter van Steveninck R. Entropy and information in neural spike trains: progress on the sampling problem. Phys Rev E Stat Nonlin Soft Matter Phys 69: 056111, 2004.
    • (2004) Phys Rev E Stat Nonlin Soft Matter Phys , pp. 69
    • Nemenman, I.1    Bialek, W.2
  • 31
    • 0023137042 scopus 로고
    • Richmond BJ. Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. III. Information theoretic analysis
    • Optican LM, Richmond BJ. Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. III. Information theoretic analysis. J Neurophysiol 57: 162–178, 1987.
    • (1987) J Neurophysiol , vol.57 , pp. 162-178
    • Optican, L.M.1
  • 32
    • 0041877169 scopus 로고    scopus 로고
    • Estimation of entropy and mutual information
    • Paninski L. Estimation of entropy and mutual information. Neural Comput 15: 1191–1253, 2003.
    • (2003) Neural Comput , vol.15 , pp. 1191-1253
    • Paninski, L.1
  • 34
    • 0035052392 scopus 로고    scopus 로고
    • The role of spike timing in the coding of stimulus location in rat somatosensory cortex
    • Panzeri S, Petersen RS, Schultz SR, Lebedev M, Diamond ME. The role of spike timing in the coding of stimulus location in rat somatosensory cortex. Neuron 29: 769–777, 2001.
    • (2001) Neuron , vol.29 , pp. 769-777
    • Panzeri, S.1    Petersen, R.S.2    Schultz, S.R.3    Lebedev, M.4    Diamond, M.E.5
  • 35
    • 0035374404 scopus 로고    scopus 로고
    • A unified approach to the study of temporal, correlational, and rate coding
    • Panzeri S, Schultz SR. A unified approach to the study of temporal, correlational, and rate coding. Neural Comput 13: 1311–1349, 2001.
    • (2001) Neural Comput , vol.13 , pp. 1311-1349
    • Panzeri, S.1    Schultz, S.R.2
  • 36
    • 34548790687 scopus 로고    scopus 로고
    • Correcting for the sampling bias problem in spike train information measures
    • Panzeri S, Senatore R, Montemurro M, Petersen R. Correcting for the sampling bias problem in spike train information measures. J Neurophysiol 98: 1064–1072, 2007.
    • (2007) J Neurophysiol , vol.98 , pp. 1064-1072
    • Panzeri, S.1    Senatore, R.2    Montemurro, M.3    Petersen, R.4
  • 37
    • 84866067617 scopus 로고    scopus 로고
    • Analytical estimates of limited sampling biases in different information measures
    • Panzeri S, Treves A. Analytical estimates of limited sampling biases in different information measures. Network 7: 87–107, 1996.
    • (1996) Network , vol.7 , pp. 87-107
    • Panzeri, S.1    Treves, A.2
  • 38
    • 60549113334 scopus 로고    scopus 로고
    • Extracting information from neuronal populations: Information theory and decoding approaches
    • Quian Quiroga R, Panzeri S. Extracting information from neuronal populations: information theory and decoding approaches. Nat Rev Neurosci 10: 173–185, 2009.
    • (2009) Nat Rev Neurosci , vol.10 , pp. 173-185
    • Quian Quiroga, R.1    Panzeri, S.2
  • 40
    • 3042526258 scopus 로고    scopus 로고
    • Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering
    • Quiroga RQ, Nadasdy Z, Ben-Shaul Y. Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering. Neural Comput 16: 1661–1687, 2004.
    • (2004) Neural Comput , vol.16 , pp. 1661-1687
    • Quiroga, R.Q.1    Nadasdy, Z.2    Ben-Shaul, Y.3
  • 41
    • 35348880916 scopus 로고    scopus 로고
    • Decoding visual inputs from multiple neurons in the human temporal lobe
    • Quiroga RQ, Reddy L, Koch C, Fried I. Decoding visual inputs from multiple neurons in the human temporal lobe. J Neurophysiol 98: 1997–2007, 2007.
    • (2007) J Neurophysiol , vol.98 , pp. 1997-2007
    • Quiroga, R.Q.1    Reddy, L.2    Koch, C.3    Fried, I.4
  • 42
    • 0023102629 scopus 로고
    • Optican LM. Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. II. Quantification of response waveform
    • Richmond BJ, Optican LM. 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.
    • (1987) J Neurophysiol , vol.57 , pp. 147-161
    • Richmond, B.J.1
  • 45
    • 0028024043 scopus 로고
    • Noise, neural codes and cortical organization
    • Shadlen MN, Newsome WT. Noise, neural codes and cortical organization. Curr Opin Neurobiol 4: 569–579, 1994.
    • (1994) Curr Opin Neurobiol , vol.4 , pp. 569-579
    • Shadlen, M.N.1    Newsome, W.T.2
  • 46
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • Shannon CE. A mathematical theory of communication. Bell System Technical Journal 27: 379–423, 623–656, 1948.
    • (1948) Bell System Technical Journal , vol.27 , Issue.379-423 , pp. 623-656
    • Shannon, C.E.1
  • 47
    • 78650868298 scopus 로고    scopus 로고
    • Information capacity and transmission are maximized in balanced cortical networks with neuronal avalanches
    • Shew WL, Yang H, Yu S, Roy R, Plenz D. Information capacity and transmission are maximized in balanced cortical networks with neuronal avalanches. J Neurosci 31: 55–63, 2011.
    • (2011) J Neurosci , vol.31 , pp. 55-63
    • Shew, W.L.1    Yang, H.2    Yu, S.3    Roy, R.4    Plenz, D.5
  • 50
    • 85036170213 scopus 로고
    • Binless strategies for estimation of information from neural data
    • Victor JD. Binless strategies for estimation of information from neural data. Phys Rev E Stat Nonlin Soft Matter Phys 66: 051903, 2002.
    • (1903) Phys Rev E Stat Nonlin Soft Matter Phys , vol.66 , Issue.5 , pp. 2002
    • Victor, J.D.1
  • 51
    • 0034672463 scopus 로고    scopus 로고
    • How the brain uses time to represent and process visual information
    • Victor JD. How the brain uses time to represent and process visual information. Brain Res 886: 33–46, 2000.
    • (2000) Brain Res , vol.886 , pp. 33-46
    • Victor, J.D.1
  • 52
    • 0029791918 scopus 로고    scopus 로고
    • Nature and precision of temporal coding in visual cortex: A metric-space analysis
    • Victor JD, Purpura KP. Nature and precision of temporal coding in visual cortex: a metric-space analysis. J Neurophysiol 76: 1310–1326, 1996.
    • (1996) J Neurophysiol , vol.76 , pp. 1310-1326
    • Victor, J.D.1    Purpura, K.P.2


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