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Volumn 2, Issue 5, 2007, Pages

Subspace projection approaches to classification and visualization of neural network-level encoding patterns

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL CELL; ANIMAL EXPERIMENT; ARM MOVEMENT; ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN CORTEX; CONTROLLED STUDY; EPISODIC MEMORY; FACIAL EXPRESSION; HIPPOCAMPUS; MOUSE; MULTIPLE DISCRIMINANT ANALYSIS; MULTIVARIATE ANALYSIS; NERVE CELL; NERVE PROJECTION; NONHUMAN; NORMAL DISTRIBUTION; PRINCIPAL COMPONENT ANALYSIS; DISCRIMINANT ANALYSIS;

EID: 55849091323     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0000404     Document Type: Article
Times cited : (12)

References (43)
  • 1
    • 11144355852 scopus 로고    scopus 로고
    • Large-scale recording of neuronal ensembles
    • Buzsaki G (2004) Large-scale recording of neuronal ensembles. Nat Neurosci 7: 446-51.
    • (2004) Nat Neurosci , vol.7 , pp. 446-451
    • Buzsaki, G.1
  • 3
    • 27944477639 scopus 로고    scopus 로고
    • Stable Ensemble Performance with Single-Neuron Variability during Reaching Movements in Primates
    • Carmena JM, Lebedev MA, Henriquez CS, Nicolelis MA (2005) Stable Ensemble Performance with Single-Neuron Variability during Reaching Movements in Primates. J Neurosci 25: 10712-10716.
    • (2005) J Neurosci , vol.25 , pp. 10712-10716
    • Carmena, J.M.1    Lebedev, M.A.2    Henriquez, C.S.3    Nicolelis, M.A.4
  • 4
    • 33645531356 scopus 로고    scopus 로고
    • Electrophysiological Mapping of Cat Primary Auditory Cortex with Multielectrode Arrays
    • Kim SJ, Manyam SC, Warren DJ, Norman RA (2006) Electrophysiological Mapping of Cat Primary Auditory Cortex with Multielectrode Arrays. Ann Biomed Eng 34: 300-309.
    • (2006) Ann Biomed Eng , vol.34 , pp. 300-309
    • Kim, S.J.1    Manyam, S.C.2    Warren, D.J.3    Norman, R.A.4
  • 5
    • 17844400311 scopus 로고    scopus 로고
    • Identification of network-level coding units for real-time representation of episodic experiences in the hippocampus
    • Lin L, Osan R, Shoham S, Jin W, Zuo W, et al. (2005) Identification of network-level coding units for real-time representation of episodic experiences in the hippocampus. Proc Natl Acad Sci USA 102: 6125-30.
    • (2005) Proc Natl Acad Sci USA , vol.102 , pp. 6125-6130
    • Lin, L.1    Osan, R.2    Shoham, S.3    Jin, W.4    Zuo, W.5
  • 6
    • 33744947496 scopus 로고    scopus 로고
    • Large-scale neural ensemble recording in the brains of freely behaving mice
    • Lin L, Chen, Xie K, Zaia K, Zhang S, et al. (2006a) Large-scale neural ensemble recording in the brains of freely behaving mice. J Neurosci Meth 155: 28-38.
    • (2006) J Neurosci Meth , vol.155 , pp. 28-38
    • Lin, L.1    Chen2    Xie, K.3    Zaia, K.4    Zhang, S.5
  • 7
    • 2142765521 scopus 로고    scopus 로고
    • Multiple neural spike train data analysis: State-of-the-art and future challenges
    • Brown EN, Kass RE, Mitra PP (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
  • 8
    • 2142653516 scopus 로고    scopus 로고
    • Using multi-neuron population recordings for neural prosthetics
    • Chapin JK (2004) Using multi-neuron population recordings for neural prosthetics. Nat Neurosci 7: 452-455.
    • (2004) Nat Neurosci , vol.7 , pp. 452-455
    • Chapin, J.K.1
  • 10
    • 84887916087 scopus 로고
    • Regularized discriminant analysis
    • Friedman J (1989) Regularized discriminant analysis. J Am Stat Assoc 84: 165-175.
    • (1989) J Am Stat Assoc , vol.84 , pp. 165-175
    • Friedman, J.1
  • 12
    • 33845413755 scopus 로고    scopus 로고
    • Regularized Discriminant Analysis and its Application in Microarrays
    • in press
    • Guo Y, Hastie T, Tibshirani R (2007) Regularized Discriminant Analysis and its Application in Microarrays. Biostatistics (in press).
    • (2007) Biostatistics
    • Guo, Y.1    Hastie, T.2    Tibshirani, R.3
  • 14
    • 0029112607 scopus 로고
    • Information coding in the rodent prefrontal cortex. II. Ensemble activity in orbitofrontal cortex
    • Schoenbaum G, Eichenbaum H (1995) Information coding in the rodent prefrontal cortex. II. Ensemble activity in orbitofrontal cortex. J Neurophysiol 74: 751-62.
    • (1995) J Neurophysiol , vol.74 , pp. 751-762
    • Schoenbaum, G.1    Eichenbaum, H.2
  • 15
    • 0029411030 scopus 로고
    • An information-maximisation approach to blind separation and blind deconvolution
    • Bell AJ, Sejnowski T (1995) An information-maximisation approach to blind separation and blind deconvolution. Neural Comput. 7: 1004-1034.
    • (1995) Neural Comput , vol.7 , pp. 1004-1034
    • Bell, A.J.1    Sejnowski, T.2
  • 16
    • 0035054585 scopus 로고    scopus 로고
    • Independent component analysis at the neural cocktail party
    • Brown GD, Yamada S, Sejnowski T (2001) Independent component analysis at the neural cocktail party. Trends Neurosc 24: 54-63.
    • (2001) Trends Neurosc , vol.24 , pp. 54-63
    • Brown, G.D.1    Yamada, S.2    Sejnowski, T.3
  • 17
    • 0141852938 scopus 로고    scopus 로고
    • Intensity versus identity coding in an olfactory system
    • Stopfer M, Jayaraman V, Laurent G (2003) Intensity versus identity coding in an olfactory system. Neuron 39: 991-1004.
    • (2003) Neuron , vol.39 , pp. 991-1004
    • Stopfer, M.1    Jayaraman, V.2    Laurent, G.3
  • 18
    • 27844461164 scopus 로고    scopus 로고
    • Transient Dynamics versus Fixed Points in Odor Representations by Locust Antennal Lobe Projection Neurons
    • Mazor O, Laurent G (2005) Transient Dynamics versus Fixed Points in Odor Representations by Locust Antennal Lobe Projection Neurons. Neuron 48: 661-673.
    • (2005) Neuron , vol.48 , pp. 661-673
    • Mazor, O.1    Laurent, G.2
  • 19
    • 0023102629 scopus 로고
    • Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. II. Quantification of response waveform
    • Richmond BJ, Optican LM (1987) Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. II. Quantification of response waveform. J Neurophysiol, 57: 147-61.
    • (1987) J Neurophysiol , vol.57 , pp. 147-161
    • Richmond, B.J.1    Optican, L.M.2
  • 20
    • 30344481367 scopus 로고    scopus 로고
    • Organizing principles of real-time memory encoding: Neural clique assemblies and universal neural codes
    • Lin L, Osan R, Tsien JZ (2006b) Organizing principles of real-time memory encoding: neural clique assemblies and universal neural codes. Trends Neurosci. 29: 48-57.
    • (2006) Trends Neurosci , vol.29 , pp. 48-57
    • Lin, L.1    Osan, R.2    Tsien, J.Z.3
  • 21
    • 55849134581 scopus 로고    scopus 로고
    • Nicolelis MA, Stambaugh CR, et al. (1999) Methods for simultaneous multisite neural ensemble recordings in behaving primates. In: Nicolelis MA, ed (1999) Methods for neural ensemble recordings. Boca Raton: CRC Press. pp 121-156.
    • Nicolelis MA, Stambaugh CR, et al. (1999) Methods for simultaneous multisite neural ensemble recordings in behaving primates. In: Nicolelis MA, ed (1999) Methods for neural ensemble recordings. Boca Raton: CRC Press. pp 121-156.
  • 23
    • 0001632418 scopus 로고
    • The use of the L-curve in the regularization of discrete ill-posed problems
    • Hansen PC, O'Leary DP (1993) The use of the L-curve in the regularization of discrete ill-posed problems, SIAM J Sci Comput 14: 1487-1503.
    • (1993) SIAM J Sci Comput , vol.14 , pp. 1487-1503
    • Hansen, P.C.1    O'Leary, D.P.2
  • 24
    • 0034323326 scopus 로고    scopus 로고
    • Tikhonov regularization and the L-curve for large discrete ill-posed problems
    • Calvettia D, Morigi S, Reichel L, Sgallari F (2000) Tikhonov regularization and the L-curve for large discrete ill-posed problems. J Comp Appl Math 123: 423-446.
    • (2000) J Comp Appl Math , vol.123 , pp. 423-446
    • Calvettia, D.1    Morigi, S.2    Reichel, L.3    Sgallari, F.4
  • 25
    • 0023034513 scopus 로고
    • Neuronal population coding of movement direction
    • Georgopoulos AP, Schwartz AB, Kettner RE (1986) Neuronal population coding of movement direction. Science 233: 1416-1419.
    • (1986) Science , vol.233 , pp. 1416-1419
    • Georgopoulos, A.P.1    Schwartz, A.B.2    Kettner, R.E.3
  • 27
    • 33747585357 scopus 로고    scopus 로고
    • Molecular and systems mechanisms of memory consolidation and storage
    • Wang H, Hu Y, Tsien JZ (2006) Molecular and systems mechanisms of memory consolidation and storage. Prog Neurobiol. 79: 123-35.
    • (2006) Prog Neurobiol , vol.79 , pp. 123-135
    • Wang, H.1    Hu, Y.2    Tsien, J.Z.3
  • 29
    • 33746889032 scopus 로고    scopus 로고
    • Encoding and decoding of overlapping odor sequences
    • Broome BM, Jayaraman V, Laurent G (2006) Encoding and decoding of overlapping odor sequences. Neuron 51: 467-82.
    • (2006) Neuron , vol.51 , pp. 467-482
    • Broome, B.M.1    Jayaraman, V.2    Laurent, G.3
  • 30
    • 0030848541 scopus 로고    scopus 로고
    • Neonatal whisker removal reduces the discrimination of tactile stimuli by thalamic ensembles in adult rats
    • Nicolelis MA, Lin RC, Chapin JK (1997) Neonatal whisker removal reduces the discrimination of tactile stimuli by thalamic ensembles in adult rats. J Neurophysiol 78: 1691-706.
    • (1997) J Neurophysiol , vol.78 , pp. 1691-1706
    • Nicolelis, M.A.1    Lin, R.C.2    Chapin, J.K.3
  • 31
    • 1542375343 scopus 로고    scopus 로고
    • Wavelet-based processing of neuronal spike trains prior to discriminant analysis
    • Laubach M (2004) Wavelet-based processing of neuronal spike trains prior to discriminant analysis. J Neurosci Methods. 134: 159-68.
    • (2004) J Neurosci Methods , vol.134 , pp. 159-168
    • Laubach, M.1
  • 32
    • 0030031686 scopus 로고    scopus 로고
    • Hippocampal ensemble activity during spatial delayed-nonmatch-to-sample performance in rats
    • Deadwyler SA, Bunn T, Hampson RE (1996) Hippocampal ensemble activity during spatial delayed-nonmatch-to-sample performance in rats. J Neurosci 16: 354-72.
    • (1996) J Neurosci , vol.16 , pp. 354-372
    • Deadwyler, S.A.1    Bunn, T.2    Hampson, R.E.3
  • 35
    • 0034657110 scopus 로고    scopus 로고
    • Encoding of tactile stimulus location by somatosensory thalamocortical ensembles
    • Ghazanfar AA, Stambaugh CR, Nicolelis MA (2000) Encoding of tactile stimulus location by somatosensory thalamocortical ensembles. J Neurosci 20: 3761-75.
    • (2000) J Neurosci , vol.20 , pp. 3761-3775
    • Ghazanfar, A.A.1    Stambaugh, C.R.2    Nicolelis, M.A.3
  • 36
    • 0036092498 scopus 로고    scopus 로고
    • Cortical representation of auditory space: Information-bearing features of spike patterns
    • Furukawa S, Middlebrooks JC (2002) Cortical representation of auditory space: information-bearing features of spike patterns. J Neurophysiol 87: 1749-62.
    • (2002) J Neurophysiol , vol.87 , pp. 1749-1762
    • Furukawa, S.1    Middlebrooks, J.C.2
  • 37
    • 33644806388 scopus 로고    scopus 로고
    • Processing the facial image: A brief history
    • Gross CG (1992) Processing the facial image: a brief history. Am Psychol 60: 755-63.
    • (1992) Am Psychol , vol.60 , pp. 755-763
    • Gross, C.G.1
  • 38
    • 33644806388 scopus 로고    scopus 로고
    • Processing the facial image: A brief history
    • Gross CG (2005) Processing the facial image: a brief history. Am Psychol. 60: 755-63.
    • (2005) Am Psychol , vol.60 , pp. 755-763
    • Gross, C.G.1
  • 39
    • 18744373030 scopus 로고    scopus 로고
    • Representations of faces and body parts in macaque temporal cortex: A functional MRI study
    • Pinsk MA, DeSimone K, Moore T, Gross CG, Kastner S (2005) Representations of faces and body parts in macaque temporal cortex: a functional MRI study. Proc Natl Acad Sci U S A. 102: 6996-7001.
    • (2005) Proc Natl Acad Sci U S A , vol.102 , pp. 6996-7001
    • Pinsk, M.A.1    DeSimone, K.2    Moore, T.3    Gross, C.G.4    Kastner, S.5
  • 40
    • 31944437943 scopus 로고    scopus 로고
    • A cortical region consisting entirely of face-selective cells
    • Tsao DY, Freiwald WA, Tootell RB, Livingstone MS (2006) A cortical region consisting entirely of face-selective cells. Science 311: 670-674.
    • (2006) Science , vol.311 , pp. 670-674
    • Tsao, D.Y.1    Freiwald, W.A.2    Tootell, R.B.3    Livingstone, M.S.4
  • 41
    • 0034676422 scopus 로고    scopus 로고
    • Real-time prediction of hand trajectory by ensembles of cortical neurons in primates
    • Wessberg J, Stambaugh CR, Kralik JD, Beck PD, Laubach M, et al. (2000) Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature 408(6810), 361-5.
    • (2000) Nature , vol.408 , Issue.6810 , pp. 361-365
    • Wessberg, J.1    Stambaugh, C.R.2    Kralik, J.D.3    Beck, P.D.4    Laubach, M.5
  • 42
    • 0345303886 scopus 로고    scopus 로고
    • Adaptive behavior of cortical neurons during a perturbed arm-reaching movement in a nonhuman primate
    • Weber DJ, He J (2004) Adaptive behavior of cortical neurons during a perturbed arm-reaching movement in a nonhuman primate. Prog Brain Res 143: 477-90.
    • (2004) Prog Brain Res , vol.143 , pp. 477-490
    • Weber, D.J.1    He, J.2
  • 43
    • 33746160271 scopus 로고    scopus 로고
    • Neuronal ensemble control of prosthetic devices by a human with tetraplegia
    • Hochberg LR, Serruya MD, Friehs GM, Mukand JA, Saleh M, et al. (2006) Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature 442: 164-71.
    • (2006) Nature , vol.442 , pp. 164-171
    • Hochberg, L.R.1    Serruya, M.D.2    Friehs, G.M.3    Mukand, J.A.4    Saleh, M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.