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Volumn 9, Issue 1, 2014, Pages

Comparison of classifiers for decoding sensory and cognitive information from prefrontal neuronal populations

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ANIMAL CELL; ANIMAL EXPERIMENT; ARTICLE; ARTIFICIAL NEURAL NETWORK; ASSOCIATION; BAYES THEOREM; BEHAVIOR; BRAIN NERVE CELL; CLASSIFIER; COGNITION; COMPARATIVE STUDY; FEMALE; FRONTAL EYE FIELD; INFORMATION PROCESSING; MALE; MEMORY; NONHUMAN; POPULATION SIZE; RHESUS MONKEY; SPIKE; SUPPORT VECTOR MACHINE; TASK PERFORMANCE;

EID: 84899806005     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0086314     Document Type: Article
Times cited : (43)

References (65)
  • 1
    • 0042817957 scopus 로고    scopus 로고
    • MSTd neuronal basis functions for the population encoding of heading direction
    • DOI 10.1152/jn.00639.2002
    • Ben Hamed S, Page W, Duffy C, Pouget A (2003) MSTd neuronal basis functions for the population encoding of heading direction. J Neurophysiol 90: 549-558. (Pubitemid 37092540)
    • (2003) Journal of Neurophysiology , vol.90 , Issue.2 , pp. 549-558
    • Hamed, S.B.1    Page, W.2    Duffy, C.3    Pouget, A.4
  • 2
    • 34447546559 scopus 로고    scopus 로고
    • Decoding M1 neurons during multiple finger movements
    • DOI 10.1152/jn.00760.2006
    • Ben Hamed S, Schieber MH, Pouget A (2007) Decoding M1 neurons during multiple finger movements. J Neurophysiol 98: 327-333. (Pubitemid 47084823)
    • (2007) Journal of Neurophysiology , vol.98 , Issue.1 , pp. 327-333
    • Hamed, S.B.1    Schieber, M.H.2    Pouget, A.3
  • 3
    • 3042766381 scopus 로고    scopus 로고
    • Cognitive control signals for neural prosthetics
    • DOI 10.1126/science.1097938
    • Musallam S, Corneil BD, Greger B, Scherberger H, Andersen RA (2004) Cognitive control signals for neural prosthetics. Science 305: 258-262. (Pubitemid 38886742)
    • (2004) Science , vol.305 , Issue.5681 , pp. 258-262
    • Musallam, S.1    Corneil, B.D.2    Greger, B.3    Scherberger, H.4    Andersen, R.A.5
  • 4
    • 72449166517 scopus 로고    scopus 로고
    • Selection and maintenance of spatial information by frontal eye field neurons
    • Armstrong KM, Chang MH, Moore T (2009) Selection and maintenance of spatial information by frontal eye field neurons. J Neurosci 29: 15621-15629.
    • (2009) J Neurosci , vol.29 , pp. 15621-15629
    • Armstrong, K.M.1    Chang, M.H.2    Moore, T.3
  • 5
    • 77953245182 scopus 로고    scopus 로고
    • Decoding of MSTd population activity accounts for variations in the precision of heading perception
    • Gu Y, Fetsch CR, Adeyemo B, Deangelis GC, Angelaki DE (2010) Decoding of MSTd population activity accounts for variations in the precision of heading perception. Neuron 66: 596-609.
    • (2010) Neuron , vol.66 , pp. 596-609
    • Gu, Y.1    Fetsch, C.R.2    Adeyemo, B.3    Deangelis, G.C.4    Angelaki, D.E.5
  • 6
    • 84858691861 scopus 로고    scopus 로고
    • Incorporation of new information into prefrontal cortical activity after learning working memory tasks
    • Meyers EM, Qi X-L, Constantinidis C (2012) Incorporation of new information into prefrontal cortical activity after learning working memory tasks. Proc Natl Acad Sci USA 109: 4651-4656.
    • (2012) Proc Natl Acad Sci USA , vol.109 , pp. 4651-4656
    • Meyers, E.M.1    Qi, X.-L.2    Constantinidis, C.3
  • 7
    • 57349146271 scopus 로고    scopus 로고
    • Dynamic Population Coding of Category Information in Inferior Temporal and Prefrontal Cortex
    • Meyers EM, Freedman DJ, Kreiman G, Miller EK, Poggio T (2008) Dynamic Population Coding of Category Information in Inferior Temporal and Prefrontal Cortex. J Neurophysiol 100: 1407-1419.
    • (2008) J Neurophysiol , vol.100 , pp. 1407-1419
    • Meyers, E.M.1    Freedman, D.J.2    Kreiman, G.3    Miller, E.K.4    Poggio, T.5
  • 8
    • 77954750667 scopus 로고    scopus 로고
    • Neuronal Population Coding of Parametric Working Memory
    • Barak O, Tsodyks M, Romo R (2010) Neuronal Population Coding of Parametric Working Memory. J Neurosci 30: 9424-9430.
    • (2010) J Neurosci , vol.30 , pp. 9424-9430
    • Barak, O.1    Tsodyks, M.2    Romo, R.3
  • 9
    • 77956238397 scopus 로고    scopus 로고
    • Rapid sequences of population activity patterns dynamically encode task-critical spatial information in parietal cortex
    • Crowe DA, Averbeck BB, Chafee MV (2010) Rapid sequences of population activity patterns dynamically encode task-critical spatial information in parietal cortex. J Neurosci 30: 11640-11653.
    • (2010) J Neurosci , vol.30 , pp. 11640-11653
    • Crowe, D.A.1    Averbeck, B.B.2    Chafee, M.V.3
  • 10
    • 84884814950 scopus 로고    scopus 로고
    • Dynamic Construction of a Coherent Attentional State in a Prefrontal Cell Population
    • Kadohisa M, Petrov P, Stokes M, Sigala N, Buckley M, et al. (2013) Dynamic Construction of a Coherent Attentional State in a Prefrontal Cell Population. Neuron, 80(1):235-46.
    • (2013) Neuron , vol.80 , Issue.1 , pp. 235-246
    • Kadohisa, M.1    Petrov, P.2    Stokes, M.3    Sigala, N.4    Buckley, M.5
  • 11
    • 84876806635 scopus 로고    scopus 로고
    • Dynamic coding for cognitive control in prefrontal cortex
    • Stokes MG, Kusunoki M, Sigala N, Nili H, Gaffan D, et al. (2013) Dynamic coding for cognitive control in prefrontal cortex. Neuron 78: 364-375.
    • (2013) Neuron , vol.78 , pp. 364-375
    • Stokes, M.G.1    Kusunoki, M.2    Sigala, N.3    Nili, H.4    Gaffan, D.5
  • 12
    • 83455179139 scopus 로고    scopus 로고
    • Optimizing the decoding of movement goals from local field potentials in macaque cortex
    • Markowitz DA, Wong YT, Gray CM, Pesaran B (2011) Optimizing the decoding of movement goals from local field potentials in macaque cortex. J Neurosci 31: 18412-18422.
    • (2011) J Neurosci , vol.31 , pp. 18412-18422
    • Markowitz, D.A.1    Wong, Y.T.2    Gray, C.M.3    Pesaran, B.4
  • 13
    • 0036321059 scopus 로고    scopus 로고
    • Temporal structure in neuronal activity during working memory in macaque parietal cortex
    • DOI 10.1038/nn890
    • Pesaran B, Pezaris JS, Sahani M, Mitra PP, Andersen RA (2002) Temporal structure in neuronal activity during working memory in macaque parietal cortex. Nat Neurosci 5: 805-811. (Pubitemid 34827600)
    • (2002) Nature Neuroscience , vol.5 , Issue.8 , pp. 805-811
    • Pesaran, B.1    Pezaris, J.S.2    Sahani, M.3    Mitra, P.P.4    Andersen, R.A.5
  • 14
    • 84874600242 scopus 로고    scopus 로고
    • Perceiving invisible light through a somatosensory cortical prosthesis
    • Thomson EE, Carra R, Nicolelis MAL (2013) Perceiving invisible light through a somatosensory cortical prosthesis. Nat Commun 4: 1482.
    • (2013) Nat Commun , vol.4 , pp. 1482
    • Thomson, E.E.1    Carra, R.2    Nicolelis, M.A.L.3
  • 15
    • 84861049949 scopus 로고    scopus 로고
    • Reach and grasp by people with tetraplegia using a neurally controlled robotic arm
    • Hochberg LR, Bacher D, Jarosiewicz B, Masse NY, Simeral JD, et al. (2012) Reach and grasp by people with tetraplegia using a neurally controlled robotic arm. Nature 485: 372-375.
    • (2012) Nature , vol.485 , pp. 372-375
    • Hochberg, L.R.1    Bacher, D.2    Jarosiewicz, B.3    Masse, N.Y.4    Simeral, J.D.5
  • 18
    • 0027332068 scopus 로고
    • Simple models for reading neuronal population codes
    • Seung HS, Sompolinsky H (1993) Simple models for reading neuronal population codes. Proc Natl Acad Sci USA 90: 10749-10753.
    • (1993) Proc Natl Acad Sci USA , vol.90 , pp. 10749-10753
    • Seung, H.S.1    Sompolinsky, H.2
  • 19
    • 0028457488 scopus 로고
    • Vector reconstruction from firing rates
    • Salinas E, Abbott LF (1994) Vector reconstruction from firing rates. J Comput Neurosci 1: 89-107.
    • (1994) J Comput Neurosci , vol.1 , pp. 89-107
    • Salinas, E.1    Abbott, L.F.2
  • 20
    • 0031930592 scopus 로고    scopus 로고
    • Interpreting neuronal population activity by reconstruction: Unified framework with application to hippocampal place cells
    • Zhang K, Ginzburg I, McNaughton BL, Sejnowski TJ (1998) Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells. J Neurophysiol 79: 1017-1044. (Pubitemid 28095915)
    • (1998) Journal of Neurophysiology , vol.79 , Issue.2 , pp. 1017-1044
    • Zhang, K.1    Ginzburg, I.2    McNaughton, B.L.3    Sejnowski, T.J.4
  • 21
    • 33750437292 scopus 로고    scopus 로고
    • Bayesian inference with probabilistic population codes
    • DOI 10.1038/nn1790, PII NN1790
    • Ma WJ, Beck JM, Latham PE, Pouget A (2006) Bayesian inference with probabilistic population codes. Nat Neurosci 9: 1432-1438. (Pubitemid 44646216)
    • (2006) Nature Neuroscience , vol.9 , Issue.11 , pp. 1432-1438
    • Ma, W.J.1    Beck, J.M.2    Latham, P.E.3    Pouget, A.4
  • 22
    • 1842436050 scopus 로고    scopus 로고
    • The "echo state" approach to analysing and training recurrent neural networks
    • German National Research Center for Information Technology
    • Jaeger H (2001) The "echo state" approach to analysing and training recurrent neural networks. GMD Report 148, German National Research Center for Information Technology.
    • (2001) GMD Report 148
    • Jaeger, H.1
  • 23
    • 0021915909 scopus 로고
    • Primate frontal eye fields. I. Single neurons discharging before saccades
    • Bruce CJ, Goldberg ME (1985) Primate frontal eye fields. I. Single neurons discharging before saccades. J Neurophysiol 53: 603-635. (Pubitemid 15144063)
    • (1985) Journal of Neurophysiology , vol.53 , Issue.3 , pp. 603-635
    • Bruce, C.J.1    Goldberg, M.E.2
  • 24
    • 0029928565 scopus 로고    scopus 로고
    • Functional streams in occipito-frontal connections in the monkey
    • DOI 10.1016/0166-4328(95)00182-4
    • Bullier J, Schall JD, Morel A (1996) Functional streams in occipito-frontal connections in the monkey. Behav Brain Res 76: 89-97. (Pubitemid 26135402)
    • (1996) Behavioural Brain Research , vol.76 , Issue.1-2 , pp. 89-97
    • Bullier, J.1    Schall, J.D.2    Morel, A.3
  • 25
    • 84877311344 scopus 로고    scopus 로고
    • A functional hierarchy within the parietofrontal network in stimulus selection and attention control
    • Ibos G, Duhamel J-R, Ben Hamed S (2013) A functional hierarchy within the parietofrontal network in stimulus selection and attention control. J Neurosci 33: 8359-8369.
    • (2013) J Neurosci , vol.33 , pp. 8359-8369
    • Ibos, G.1    Duhamel, J.-R.2    Ben Hamed, S.3
  • 26
    • 33646826830 scopus 로고    scopus 로고
    • Changes in Visual Receptive Fields with Microstimulation of Frontal Cortex
    • DOI 10.1016/j.neuron.2006.05.010, PII S0896627306003771
    • Armstrong KM, Fitzgerald JK, Moore T (2006) Changes in visual receptive fields with microstimulation of frontal cortex. Neuron 50: 791-798. (Pubitemid 43775736)
    • (2006) Neuron , vol.50 , Issue.5 , pp. 791-798
    • Armstrong, K.M.1    Fitzgerald, J.K.2    Moore, T.3
  • 27
    • 0034193531 scopus 로고    scopus 로고
    • Laminar distribution of neurons in extrastriate areas projecting to visual areas V1 and V4 correlates with the hiearchical rank and intimates the operation of a distance rule
    • Barone P, Batardiere A, Knoblauch K, Kennedy H (2000) Laminar distribution of neurons in extrastriate areas projecting to visual areas V1 and V4 correlates with the hierarchical rank and indicates the operation of a distance rule. J Neurosci 20: 3263-3281. (Pubitemid 30263144)
    • (2000) Journal of Neuroscience , vol.20 , Issue.9 , pp. 3263-3281
    • Barone, P.1    Batardiere, A.2    Knoblauch, K.3    Kennedy, H.4
  • 28
    • 70350279724 scopus 로고    scopus 로고
    • Visual and motor connectivity and the distribution of calcium-binding proteins in macaque frontal eye field: Implications for saccade target selection
    • Pouget P, Stepniewska I, Crowder EA, Leslie MW, Emeric EE, et al. (2009) Visual and motor connectivity and the distribution of calcium-binding proteins in macaque frontal eye field: implications for saccade target selection. Front Neuroanat 3: 2.
    • (2009) Front Neuroanat , vol.3 , pp. 2
    • Pouget, P.1    Stepniewska, I.2    Crowder, E.A.3    Leslie, M.W.4    Emeric, E.E.5
  • 29
    • 82555176637 scopus 로고    scopus 로고
    • Readout of the intrinsic and extrinsic properties of a stimulus from un-experienced neuronal activities: Towards cognitive neuroprostheses
    • Farbod Kia S, Åstrand E, Ibos G, Ben Hamed S (2011) Readout of the intrinsic and extrinsic properties of a stimulus from un-experienced neuronal activities: towards cognitive neuroprostheses. J Physiol Paris 105: 115-122.
    • (2011) J Physiol Paris , vol.105 , pp. 115-122
    • Farbod Kia, S.1    Åstrand, E.2    Ibos, G.3    Ben Hamed, S.4
  • 30
    • 69249208841 scopus 로고    scopus 로고
    • The spatial and temporal deployment of voluntary attention across the visual field
    • Ibos G, Duhamel J-R, Ben Hamed S (2009) The spatial and temporal deployment of voluntary attention across the visual field. PLoS ONE 4: e6716.
    • (2009) PLoS ONE , vol.4
    • Ibos, G.1    Duhamel, J.-R.2    Ben Hamed, S.3
  • 31
    • 0028247236 scopus 로고
    • A neural model of the cortical representation of egocentric distance
    • Pouget A, Sejnowski TJ (1994) A neural model of the cortical representation of egocentric distance. Cereb Cortex 4: 314-329. (Pubitemid 24170089)
    • (1994) Cerebral Cortex , vol.4 , Issue.3 , pp. 314-329
    • Pouget, A.1    Sejnowski, T.J.2
  • 32
    • 0030899571 scopus 로고    scopus 로고
    • Spatial transformations in the parietal cortex using basis functions
    • Pouget A (1997) Spatial transformations in the parietal cortex using basis functions. Journal of Cognitive Neuroscience 9: 222.
    • (1997) Journal of Cognitive Neuroscience , vol.9 , pp. 222
    • Pouget, A.1
  • 33
    • 0000043665 scopus 로고
    • Solution of incorrectly formulated problems and the regularization method
    • Tikhonov AN (1963) Solution of incorrectly formulated problems and the regularization method. Doklady Akademi Nauk SSSR: 501-504.
    • (1963) Doklady Akademi Nauk SSSR , pp. 501-504
    • Tikhonov, A.N.1
  • 34
    • 0742327757 scopus 로고
    • An Improved Version of the Pseudo-Inverse Solution for Classification and Neural Networks
    • Refregier P, Vignolle J-M (1989) An Improved Version of the Pseudo-Inverse Solution for Classification and Neural Networks. EPL 10: 387.
    • (1989) EPL , vol.10 , pp. 387
    • Refregier, P.1    Vignolle, J.-M.2
  • 38
    • 58049158689 scopus 로고    scopus 로고
    • Echo state network
    • Jaeger H (2007) Echo state network. Scholarpedia 2: 2330.
    • (2007) Scholarpedia , vol.2 , pp. 2330
    • Jaeger, H.1
  • 39
    • 68649088777 scopus 로고    scopus 로고
    • Reservoir computing approaches to recurrent neural network training
    • Lukoševičius M, Jaeger H (2009) Reservoir computing approaches to recurrent neural network training. Computer Science Review 3: 127-149.
    • (2009) Computer Science Review , vol.3 , pp. 127-149
    • Lukoševičius, M.1    Jaeger, H.2
  • 40
    • 34249815487 scopus 로고    scopus 로고
    • An experimental unification of reservoir computing methods
    • DOI 10.1016/j.neunet.2007.04.003, PII S089360800700038X, Echo State Networks and Liquid State Machines
    • Verstraeten D, Schrauwen B, D'Haene M, Stroobandt D (2007) An experimental unification of reservoir computing methods. Neural Netw 20: 391-403. (Pubitemid 46856109)
    • (2007) Neural Networks , vol.20 , Issue.3 , pp. 391-403
    • Verstraeten, D.1    Schrauwen, B.2    D'Haene, M.3    Stroobandt, D.4
  • 41
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes C, Vapnik V (1995) Support-vector networks. Mach Learn 20: 273-297.
    • (1995) Mach Learn , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 42
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • Aizerman M, Braverman E, Rozonoer LI (1964) Theoretical foundations of the potential function method in pattern recognition learning. Automation and Remote Control: 821-837.
    • (1964) Automation and Remote Control , pp. 821-837
    • Aizerman, M.1    Braverman, E.2    Rozonoer, L.I.3
  • 45
    • 80054776966 scopus 로고    scopus 로고
    • Persistent storage capability impairs decision making in a biophysical network model
    • Standage D, Paré M (2011) Persistent storage capability impairs decision making in a biophysical network model. Neural Netw 24: 1062-1073.
    • (2011) Neural Netw , vol.24 , pp. 1062-1073
    • Standage, D.1    Paré, M.2
  • 46
    • 0028814712 scopus 로고
    • Topography of projections to posterior cortical areas from the macaque frontal eye fields
    • Stanton GB, Bruce CJ, Goldberg ME (1995) Topography of projections to posterior cortical areas from the macaque frontal eye fields. J Comp Neurol 353: 291-305.
    • (1995) J Comp Neurol , vol.353 , pp. 291-305
    • Stanton, G.B.1    Bruce, C.J.2    Goldberg, M.E.3
  • 47
    • 0029003587 scopus 로고
    • Topography of visual cortex connections with frontal eye field in macaque: Convergence and segregation of processing streams
    • Schall JD, Morel A, King DJ, Bullier J (1995) Topography of visual cortex connections with frontal eye field in macaque: convergence and segregation of processing streams. J Neurosci 15: 4464-4487.
    • (1995) J Neurosci , vol.15 , pp. 4464-4487
    • Schall, J.D.1    Morel, A.2    King, D.J.3    Bullier, J.4
  • 48
    • 0015899574 scopus 로고
    • Visual receptive fields of frontal eye field neurons
    • Mohler CW, Goldberg ME, Wurtz RH (1973) Visual receptive fields of frontal eye field neurons. Brain Res 61: 385-389.
    • (1973) Brain Res , vol.61 , pp. 385-389
    • Mohler, C.W.1    Goldberg, M.E.2    Wurtz, R.H.3
  • 49
    • 0345827426 scopus 로고    scopus 로고
    • Microstimulation of the Frontal Eye Field and Its Effects on Covert Spatial Attention
    • DOI 10.1152/jn.00741.2002
    • Moore T, Fallah M (2004) Microstimulation of the frontal eye field and its effects on covert spatial attention. J Neurophysiol 91: 152-162. (Pubitemid 38084360)
    • (2004) Journal of Neurophysiology , vol.91 , Issue.1 , pp. 152-162
    • Moore, T.1    Fallah, M.2
  • 50
    • 26844458341 scopus 로고    scopus 로고
    • Neuronal basis of covert spatial attention in the frontal eye field
    • DOI 10.1523/JNEUROSCI.0741-05.2005
    • Thompson KG, Biscoe KL, Sato TR (2005) Neuronal basis of covert spatial attention in the frontal eye field. J Neurosci 25: 9479-9487. (Pubitemid 41464762)
    • (2005) Journal of Neuroscience , vol.25 , Issue.41 , pp. 9479-9487
    • Thompson, K.G.1    Biscoe, K.L.2    Sato, T.R.3
  • 51
    • 84856729594 scopus 로고    scopus 로고
    • Cell-type-specific synchronization of neural activity in FEF with V4 during attention
    • Gregoriou GG, Gotts SJ, Desimone R (2012) Cell-type-specific synchronization of neural activity in FEF with V4 during attention. Neuron 73: 581-594.
    • (2012) Neuron , vol.73 , pp. 581-594
    • Gregoriou, G.G.1    Gotts, S.J.2    Desimone, R.3
  • 52
    • 78149473942 scopus 로고    scopus 로고
    • A neuronal population measure of attention predicts behavioral performance on individual trials
    • Cohen MR, Maunsell JHR (2010) A neuronal population measure of attention predicts behavioral performance on individual trials. J Neurosci 30: 15241-15253.
    • (2010) J Neurosci , vol.30 , pp. 15241-15253
    • Cohen, M.R.1    Maunsell, J.H.R.2
  • 53
    • 79959305925 scopus 로고    scopus 로고
    • Using neuronal populations to study the mechanisms underlying spatial and feature attention
    • Cohen MR, Maunsell JHR (2011) Using neuronal populations to study the mechanisms underlying spatial and feature attention. Neuron 70: 1192-1204.
    • (2011) Neuron , vol.70 , pp. 1192-1204
    • Cohen, M.R.1    Maunsell, J.H.R.2
  • 54
    • 0028290996 scopus 로고
    • Correlated neuronal discharge rate and its implications for psychophysical performance
    • DOI 10.1038/370140a0
    • Zohary E, Shadlen MN, Newsome WT (1994) Correlated neuronal discharge rate and its implications for psychophysical performance. Nature 370: 140-143. (Pubitemid 24229125)
    • (1994) Nature , vol.370 , Issue.6485 , pp. 140-143
    • Zohary, E.1    Shadlen, M.N.2    Newsome, W.T.3
  • 55
    • 0032609779 scopus 로고    scopus 로고
    • The effect of correlated variability on the accuracy of a population code
    • Abbott LF, Dayan P (1999) The effect of correlated variability on the accuracy of a population code. Neural Comput 11: 91-101.
    • (1999) Neural Comput , vol.11 , pp. 91-101
    • Abbott, L.F.1    Dayan, P.2
  • 56
    • 0038689159 scopus 로고    scopus 로고
    • Correlated neuronal discharges that increase coding efficiency during perceptual discrimination
    • DOI 10.1016/S0896-6273(03)00287-3
    • Romo R, Hernández A, Zainos A, Salinas E (2003) Correlated neuronal discharges that increase coding efficiency during perceptual discrimination. Neuron 38: 649-657. (Pubitemid 36645037)
    • (2003) Neuron , vol.38 , Issue.4 , pp. 649-657
    • Romo, R.1    Hernandez, A.2    Zainos, A.3    Salinas, E.4
  • 57
    • 27644475783 scopus 로고    scopus 로고
    • Fast readout of object identity from macaque inferior temporal cortex
    • DOI 10.1126/science.1117593
    • Hung CP, Kreiman G, Poggio T, DiCarlo JJ (2005) Fast readout of object identity from macaque inferior temporal cortex. Science 310: 863-866. (Pubitemid 41567346)
    • (2005) Science , vol.310 , Issue.5749 , pp. 863-866
    • Hung, C.P.1    Kreiman, G.2    Poggio, T.3    DiCarlo, J.J.4
  • 58
    • 80053650190 scopus 로고    scopus 로고
    • The effect of noise correlations in populations of diversely tuned neurons
    • Ecker AS, Berens P, Tolias AS, Bethge M (2011) The effect of noise correlations in populations of diversely tuned neurons. J Neurosci 31: 14272-14283.
    • (2011) J Neurosci , vol.31 , pp. 14272-14283
    • Ecker, A.S.1    Berens, P.2    Tolias, A.S.3    Bethge, M.4
  • 59
    • 84858733510 scopus 로고    scopus 로고
    • Decoding covert spatial attention using electrocorticographic (ECoG) signals in humans
    • Gunduz A, Brunner P, Daitch A, Leuthardt EC, Ritaccio AL, et al. (2012) Decoding covert spatial attention using electrocorticographic (ECoG) signals in humans. Neuroimage 60: 2285-2293.
    • (2012) Neuroimage , vol.60 , pp. 2285-2293
    • Gunduz, A.1    Brunner, P.2    Daitch, A.3    Leuthardt, E.C.4    Ritaccio, A.L.5
  • 60
    • 84876002073 scopus 로고    scopus 로고
    • Toward High Performance, Weakly Invasive Brain Computer Interfaces Using Selective Visual Attention
    • Rotermund D, Ernst U, Mandon S, Taylor K, Smiyukha Y, et al. (2013) Toward High Performance, Weakly Invasive Brain Computer Interfaces Using Selective Visual Attention. The Journal of Neuroscience 33: 6001-6011.
    • (2013) The Journal of Neuroscience , vol.33 , pp. 6001-6011
    • Rotermund, D.1    Ernst, U.2    Mandon, S.3    Taylor, K.4    Smiyukha, Y.5
  • 62
    • 34047166022 scopus 로고    scopus 로고
    • Support vector echo-state machine for chaotic time-series prediction
    • DOI 10.1109/TNN.2006.885113
    • Shi Z, Han M (2007) Support vector echo-state machine for chaotic time-series prediction. IEEE Trans Neural Netw 18: 359-372. (Pubitemid 46522562)
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.2 , pp. 359-372
    • Shi, Z.1    Han, M.2
  • 63
    • 83455164028 scopus 로고    scopus 로고
    • Recurrent kernel machines: Computing with infinite echo state networks
    • Hermans M, Schrauwen B (2012) Recurrent kernel machines: computing with infinite echo state networks. Neural Comput 24: 104-133.
    • (2012) Neural Comput , vol.24 , pp. 104-133
    • Hermans, M.1    Schrauwen, B.2
  • 64
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • DOI 10.1109/72.991427, PII S1045922702018052
    • Hsu C, Lin C (2002) A comparison of methods for multiclass support vector machines. IEEE Trans Neural Netw 13: 415-425. (Pubitemid 34475042)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.