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Volumn 220, Issue 2, 2013, Pages 149-166

Detecting cell assemblies in large neuronal populations

Author keywords

Assembly vectors; Cell assemblies; Independent component analysis; Principal component analysis

Indexed keywords

ANIMAL CELL; CELL STRUCTURE; HIPPOCAMPUS; INDEPENDENT COMPONENT ANALYSIS; MOTOR CORTEX; NERVE CELL ASSEMBLY; NONHUMAN; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; RAT; RESPONSE TIME; REVIEW; SIMULATION; THETA RHYTHM;

EID: 84887615865     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2013.04.010     Document Type: Review
Times cited : (127)

References (48)
  • 1
    • 84887611389 scopus 로고    scopus 로고
    • Abeles M. Synfire Chains 2009, http://www.scholarpedia.org/article/Synfire_chains.
    • (2009) Synfire Chains
    • Abeles, M.1
  • 2
    • 0035972883 scopus 로고    scopus 로고
    • Detecting precise firing sequences in experimental data
    • Abeles M., Gat I. Detecting precise firing sequences in experimental data. J Neurosci Methods 2001, 107:141-154.
    • (2001) J Neurosci Methods , vol.107 , pp. 141-154
    • Abeles, M.1    Gat, I.2
  • 3
    • 0023784456 scopus 로고
    • Detecting spatiotemporal firiging patterns amog simultaneously recorded single neurons
    • Abeles M., Gerstein G.L. Detecting spatiotemporal firiging patterns amog simultaneously recorded single neurons. J Neurophysiol 1988, 60:909-924.
    • (1988) J Neurophysiol , vol.60 , pp. 909-924
    • Abeles, M.1    Gerstein, G.L.2
  • 4
    • 84944495616 scopus 로고
    • The impulses produced by sensory nerve-endings Part II. The response of a single end-organ
    • Adrian E.D., Zotterman Y. The impulses produced by sensory nerve-endings Part II. The response of a single end-organ. J Physiol (Lond) 1926, 61:151-171.
    • (1926) J Physiol (Lond) , vol.61 , pp. 151-171
    • Adrian, E.D.1    Zotterman, Y.2
  • 5
    • 3042801119 scopus 로고    scopus 로고
    • Whisker vibration information carried by rat barrel cortex neurons
    • Arabzadeh E., Panzeri S., Diamond M. Whisker vibration information carried by rat barrel cortex neurons. J Neurosci 2004, 24:6011-6020.
    • (2004) J Neurosci , vol.24 , pp. 6011-6020
    • Arabzadeh, E.1    Panzeri, S.2    Diamond, M.3
  • 6
    • 77953940482 scopus 로고    scopus 로고
    • Coherent Theta oscillations and reorganization of spike timing in the hippocampal-prefrontal network upon learning
    • Benchenane K., Peyrache A., Khamassi M., Tierney P.L., Gioanni Y., Battaglia F.P., et al. Coherent Theta oscillations and reorganization of spike timing in the hippocampal-prefrontal network upon learning. Neuron 2010, 66:921-936.
    • (2010) Neuron , vol.66 , pp. 921-936
    • Benchenane, K.1    Peyrache, A.2    Khamassi, M.3    Tierney, P.L.4    Gioanni, Y.5    Battaglia, F.P.6
  • 7
  • 8
    • 79051471398 scopus 로고    scopus 로고
    • On the top eigenvalue of heavy-tailed random matrices
    • Biroli G., Bouchaud J.P., Potters M. On the top eigenvalue of heavy-tailed random matrices. Europhys Lett 2007, 78:5.
    • (2007) Europhys Lett , vol.78 , pp. 5
    • Biroli, G.1    Bouchaud, J.P.2    Potters, M.3
  • 9
    • 11144355852 scopus 로고    scopus 로고
    • Large-scale recording of neuronal ensembles
    • Buzsaki G. Large-scale recording of neuronal ensembles. Nat Neurosci 2004, 7:446-451.
    • (2004) Nat Neurosci , vol.7 , pp. 446-451
    • Buzsaki, G.1
  • 10
    • 0032744823 scopus 로고    scopus 로고
    • Principal component analysis of neuronal ensemble activity reveals multidimensional somatosensory representations
    • Chapin J.K., Nicolelis M.A.L. Principal component analysis of neuronal ensemble activity reveals multidimensional somatosensory representations. J Neurosci Methods 1999, 94:121-140.
    • (1999) J Neurosci Methods , vol.94 , pp. 121-140
    • Chapin, J.K.1    Nicolelis, M.A.L.2
  • 11
    • 0028416938 scopus 로고
    • Independent component analsysis, a new concept?
    • Comon P. Independent component analsysis, a new concept?. Signal Process 1994, 36:287-314.
    • (1994) Signal Process , vol.36 , pp. 287-314
    • Comon, P.1
  • 12
    • 84886753290 scopus 로고    scopus 로고
    • Detecting multineuronal temporal patterns in parallel spike trains
    • Gansel K.S., Singer W. Detecting multineuronal temporal patterns in parallel spike trains. Front Neuroinform 2012, 6.
    • (2012) Front Neuroinform , pp. 6
    • Gansel, K.S.1    Singer, W.2
  • 13
    • 64749087371 scopus 로고    scopus 로고
    • Data-driven significance estimation for precise spike correlation
    • Grun S. Data-driven significance estimation for precise spike correlation. J Neurophysiol 2009, 101:1126-1140.
    • (2009) J Neurophysiol , vol.101 , pp. 1126-1140
    • Grun, S.1
  • 14
    • 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 2002, 14:43-80.
    • (2002) Neural Comput , vol.14 , pp. 43-80
    • Grun, S.1    Diesmann, M.2    Aertsen, A.3
  • 17
    • 70449311374 scopus 로고
    • Receptive fields of single neurones in the cat's striate cortex
    • Hubel D.H., Wiesel T.N. Receptive fields of single neurones in the cat's striate cortex. J Physiol (Lond) 1959, 148:574-591.
    • (1959) J Physiol (Lond) , vol.148 , pp. 574-591
    • Hubel, D.H.1    Wiesel, T.N.2
  • 18
    • 79951527370 scopus 로고    scopus 로고
    • Spike-train communities finding groups of similar spike trains
    • Humphries M.D. Spike-train communities finding groups of similar spike trains. J Neurosci 2011.
    • (2011) J Neurosci
    • Humphries, M.D.1
  • 19
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • Hyvarinen A. Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans Neural Networks 1999, 10:626-634.
    • (1999) IEEE Trans Neural Networks , vol.10 , pp. 626-634
    • Hyvarinen, A.1
  • 20
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Hyvarinen A., Oja E. A fast fixed-point algorithm for independent component analysis. Neural Comput 1997, 9:1483-1492.
    • (1997) Neural Comput , vol.9 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 21
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: algorithms and applications
    • Hyvarinen A., Oja E. Independent component analysis: algorithms and applications. Neural Networks 2000, 13:411-430.
    • (2000) Neural Networks , vol.13 , pp. 411-430
    • Hyvarinen, A.1    Oja, E.2
  • 22
    • 0026191274 scopus 로고
    • Blind separation of sources, part I: an adaptive algorithm based on neuromimetic architecture
    • Jutten C., Herault J. Blind separation of sources, part I: an adaptive algorithm based on neuromimetic architecture. Signal Process 1991, 24:1-10.
    • (1991) Signal Process , vol.24 , pp. 1-10
    • Jutten, C.1    Herault, J.2
  • 23
    • 0032693844 scopus 로고    scopus 로고
    • Independent component analyses for quantifying neuronal ensemble interactions
    • Laubach M., Shuler M., Nicolelis M. Independent component analyses for quantifying neuronal ensemble interactions. J Neurosci Methods 1999, 94:141-154.
    • (1999) J Neurosci Methods , vol.94 , pp. 141-154
    • Laubach, M.1    Shuler, M.2    Nicolelis, M.3
  • 24
    • 0034212486 scopus 로고    scopus 로고
    • Cortical ensemble activity increasingly predicts behaviour outcomes during learning of a motor task
    • Laubach M., Wessberg J., Nicolelis M.A.L. Cortical ensemble activity increasingly predicts behaviour outcomes during learning of a motor task. Nature 2000, 405.
    • (2000) Nature , pp. 405
    • Laubach, M.1    Wessberg, J.2    Nicolelis, M.A.L.3
  • 25
    • 0037137681 scopus 로고    scopus 로고
    • Memory of sequential experience in the hippocampus during slow wave sleep
    • Lee A.K., Wilson M.A. Memory of sequential experience in the hippocampus during slow wave sleep. Neuron 2002, 36:1183-1194.
    • (2002) Neuron , vol.36 , pp. 1183-1194
    • Lee, A.K.1    Wilson, M.A.2
  • 26
    • 79958810590 scopus 로고    scopus 로고
    • Neuronal assembly detection and cell membership specification by principal component analysis
    • Lopes-dos-Santos V., Conde-Ocazionez S., Nicolelis M., Ribeiro S., Tort A. Neuronal assembly detection and cell membership specification by principal component analysis. PLoS One 2011, 6:e20996.
    • (2011) PLoS One , vol.6
    • Lopes-dos-Santos, V.1    Conde-Ocazionez, S.2    Nicolelis, M.3    Ribeiro, S.4    Tort, A.5
  • 27
    • 0035135429 scopus 로고    scopus 로고
    • Temporally structured replay of awake hippocampal ensemble activity during rapid eye movement sleep
    • Louie K., Wilson M. Temporally structured replay of awake hippocampal ensemble activity during rapid eye movement sleep. Neuron 2001, 29:145-156.
    • (2001) Neuron , vol.29 , pp. 145-156
    • Louie, K.1    Wilson, M.2
  • 28
    • 77953807358 scopus 로고    scopus 로고
    • Complexity distribution as a measure for assembly size and temporal precision
    • Louis S., Borgelt C., Grun S. Complexity distribution as a measure for assembly size and temporal precision. Neural Networks 2010, 23:705-712.
    • (2010) Neural Networks , vol.23 , pp. 705-712
    • Louis, S.1    Borgelt, C.2    Grun, S.3
  • 29
    • 57349197091 scopus 로고    scopus 로고
    • Synchronization of neuronal responses in primary visual cortex of monkeys viewing natural images
    • Maldonado P., Babul C., Singer W., Rodriguez E., Berger D., Grun S. Synchronization of neuronal responses in primary visual cortex of monkeys viewing natural images. J Neurophysiol 2008, 100:1523-1532.
    • (2008) J Neurophysiol , vol.100 , pp. 1523-1532
    • Maldonado, P.1    Babul, C.2    Singer, W.3    Rodriguez, E.4    Berger, D.5    Grun, S.6
  • 30
    • 0000263234 scopus 로고
    • Distribution of eigenvalues for some sets of random matrices
    • Marčenko V.A., Pastur L.A. Distribution of eigenvalues for some sets of random matrices. Math USSR-Sbornik 1967, 1:457-483.
    • (1967) Math USSR-Sbornik , vol.1 , pp. 457-483
    • Marčenko, V.A.1    Pastur, L.A.2
  • 31
    • 70350202553 scopus 로고    scopus 로고
    • Theta oscillations provide temporal windows for local circuit computation in the entorhinal-hippocampal loop
    • Mizuseki K., Sirota A., Pastalkova E., Buzsaki G. Theta oscillations provide temporal windows for local circuit computation in the entorhinal-hippocampal loop. Neuron 2009, 64.
    • (2009) Neuron , pp. 64
    • Mizuseki, K.1    Sirota, A.2    Pastalkova, E.3    Buzsaki, G.4
  • 32
    • 0029023599 scopus 로고
    • Sensorimotor encoding by synchronous neural ensemble activity at multiple levels of the somatosensory system
    • Nicolelis M.A.L., Baccala L.A., Lin R.C.S., Chapin J.K. Sensorimotor encoding by synchronous neural ensemble activity at multiple levels of the somatosensory system. Science 1995, 268:1353-1358.
    • (1995) Science , vol.268 , pp. 1353-1358
    • Nicolelis, M.A.L.1    Baccala, L.A.2    Lin, R.C.S.3    Chapin, J.K.4
  • 33
    • 0015145985 scopus 로고
    • Hippocampus as a spatial map - preliminary evidence from unit activity in freely-moving rat
    • Okeefe J., Dostrovs J. Hippocampus as a spatial map - preliminary evidence from unit activity in freely-moving rat. Brain Res 1971, 34:171-175.
    • (1971) Brain Res , vol.34 , pp. 171-175
    • Okeefe, J.1    Dostrovs, J.2
  • 34
    • 0019977982 scopus 로고
    • Visual neurones responsive to faces in the monkey temporal cortex
    • Perrett D., Rolls E., Caan W. Visual neurones responsive to faces in the monkey temporal cortex. Exp Brain Res 1982, 47:329-342.
    • (1982) Exp Brain Res , vol.47 , pp. 329-342
    • Perrett, D.1    Rolls, E.2    Caan, W.3
  • 35
    • 67649818089 scopus 로고    scopus 로고
    • Replay of rule-learning related neural patterns in the prefrontal cortex during sleep
    • U143
    • Peyrache A., Khamassi M., Benchenane K., Wiener S.I., Battaglia F.P. Replay of rule-learning related neural patterns in the prefrontal cortex during sleep. Nat Neurosci 2009, 12(919). U143.
    • (2009) Nat Neurosci , vol.12 , Issue.919
    • Peyrache, A.1    Khamassi, M.2    Benchenane, K.3    Wiener, S.I.4    Battaglia, F.P.5
  • 36
    • 77956895982 scopus 로고    scopus 로고
    • Principal component analysis of ensemble recordings reveals cell assemblies at high temporal resolution
    • Peyrache A., Benchenane K., Khamassi M., Wiener S.I., Battaglia F.P. Principal component analysis of ensemble recordings reveals cell assemblies at high temporal resolution. J Comput Neurosci 2010, 29:309-325.
    • (2010) J Comput Neurosci , vol.29 , pp. 309-325
    • Peyrache, A.1    Benchenane, K.2    Khamassi, M.3    Wiener, S.I.4    Battaglia, F.P.5
  • 38
    • 60549113334 scopus 로고    scopus 로고
    • Extracting information from neuronal populations: information theory and decoding approaches
    • Quiroga R.Q., Panzeri S. Extracting information from neuronal populations: information theory and decoding approaches. Nat Rev Neurosci 2009, 10:173-185.
    • (2009) Nat Rev Neurosci , vol.10 , pp. 173-185
    • Quiroga, R.Q.1    Panzeri, S.2
  • 39
    • 19344373976 scopus 로고    scopus 로고
    • Long-lasting novelty-induced neuronal reverberation during slow-wave sleep in multiple forebrain areas
    • 126-37
    • Ribeiro S., Gervasoni D., Soares E.S., Zhou Y., Lin S.C., Pantoja J., et al. Long-lasting novelty-induced neuronal reverberation during slow-wave sleep in multiple forebrain areas. PLoS Biol 2004, 2. 126-37.
    • (2004) PLoS Biol , vol.2
    • Ribeiro, S.1    Gervasoni, D.2    Soares, E.S.3    Zhou, Y.4    Lin, S.C.5    Pantoja, J.6
  • 40
    • 17344389505 scopus 로고    scopus 로고
    • Random matrix analysis of human EEG data
    • Seba P. Random matrix analysis of human EEG data. Phys Rev Lett 2003, 91:4.
    • (2003) Phys Rev Lett , vol.91 , pp. 4
    • Seba, P.1
  • 41
    • 33751239741 scopus 로고    scopus 로고
    • Temporally precise cortical firing patterns are associated with distinct action segments
    • 2645-52
    • Shmiel T., Drori R., Shmiel O., Ben-Shaul Y., Nadasdy Z., Shemesh M., et al. Temporally precise cortical firing patterns are associated with distinct action segments. J Neurophysiol 2006, 96. 2645-52.
    • (2006) J Neurophysiol , vol.96
    • Shmiel, T.1    Drori, R.2    Shmiel, O.3    Ben-Shaul, Y.4    Nadasdy, Z.5    Shemesh, M.6
  • 42
    • 16844367588 scopus 로고    scopus 로고
    • Prefrontal phase locking to hippocampal theta oscillations
    • 141-151
    • Siapas A.G., Lubenov E.V., Wilson M.A. Prefrontal phase locking to hippocampal theta oscillations. Neuron 2005, 46. 141-51.
    • (2005) Neuron , vol.46
    • Siapas, A.G.1    Lubenov, E.V.2    Wilson, M.A.3
  • 43
    • 77953812279 scopus 로고    scopus 로고
    • Higher-order correlations in non-stationary parallel spike trains: statistical modeling and inference
    • Staude B., Grun S., Rotter S. Higher-order correlations in non-stationary parallel spike trains: statistical modeling and inference. Front Comput Neurosci 2010, 4.
    • (2010) Front Comput Neurosci , pp. 4
    • Staude, B.1    Grun, S.2    Rotter, S.3
  • 44
    • 77953811671 scopus 로고    scopus 로고
    • CuBIC: cumulant based inference of higher-order correlations in massively parallel spike trains
    • 327-350
    • Staude B., Rotter S., Grun S. CuBIC: cumulant based inference of higher-order correlations in massively parallel spike trains. J Comput Neurosci 2010, 29. 327-50.
    • (2010) J Comput Neurosci , vol.29
    • Staude, B.1    Rotter, S.2    Grun, S.3
  • 45
    • 79251589964 scopus 로고    scopus 로고
    • How advances in neural recording affect data analysis
    • Stevenson I.H., Kording K.P. How advances in neural recording affect data analysis. Nat Neurosci 2011, 14:139-142.
    • (2011) Nat Neurosci , vol.14 , pp. 139-142
    • Stevenson, I.H.1    Kording, K.P.2
  • 46
    • 0035970040 scopus 로고    scopus 로고
    • A pattern grouping algorithm for analysis of spatiotemporal patterns in neuronal spike trains, detection of repeated patterns
    • Tetko I.V., Villa A.E.P. A pattern grouping algorithm for analysis of spatiotemporal patterns in neuronal spike trains, detection of repeated patterns. J Neurosci Methods 2001, 105:1-14.
    • (2001) J Neurosci Methods , vol.105 , pp. 1-14
    • Tetko, I.V.1    Villa, A.E.P.2
  • 47
    • 27644532196 scopus 로고
    • Level-spacing distributions and the airy kernel
    • Tracy C.A., Widom H. Level-spacing distributions and the airy kernel. Commun Math Phys 1994, 159:151-174.
    • (1994) Commun Math Phys , vol.159 , pp. 151-174
    • Tracy, C.A.1    Widom, H.2
  • 48
    • 0028095260 scopus 로고
    • Reactivation of hippocampal ensemble memories during sleep
    • Wilson M.A., McNaughton B.L. Reactivation of hippocampal ensemble memories during sleep. Science 1994, 265:676-679.
    • (1994) Science , vol.265 , pp. 676-679
    • Wilson, M.A.1    McNaughton, B.L.2


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