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Volumn 95, Issue 2, 2009, Pages 90-97

Liquid state machines and cultured cortical networks: The separation property

Author keywords

Dissociated cortical tissue; Liquid state machine; Separation property

Indexed keywords

ARTIFICIAL NEURAL NETWORK; MACHINERY; SEPARATION;

EID: 58149236632     PISSN: 03032647     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biosystems.2008.08.001     Document Type: Article
Times cited : (50)

References (39)
  • 1
    • 33847336412 scopus 로고    scopus 로고
    • Reducing the variability of neural responses: A computational theory of spike-timing-dependent plasticity
    • Bohte S.M., and Mozer M.C. Reducing the variability of neural responses: A computational theory of spike-timing-dependent plasticity. Neural Comput. 19 February 2 (2007) 371-403
    • (2007) Neural Comput. , vol.19 , Issue.February 2 , pp. 371-403
    • Bohte, S.M.1    Mozer, M.C.2
  • 2
    • 0037822252 scopus 로고    scopus 로고
    • Spike-timing-dependent plasticity and relevant mutual information maximization
    • Chechik G. Spike-timing-dependent plasticity and relevant mutual information maximization. Neural Comput. 15 July 7 (2003) 1481-1510
    • (2003) Neural Comput. , vol.15 , Issue.July 7 , pp. 1481-1510
    • Chechik, G.1
  • 3
    • 0036460161 scopus 로고    scopus 로고
    • Mechanisms controlling bursting activity induced by disinhibition in spinal cord networks
    • Darbon P., Scicluna L., Tscherter A., and Streit J. Mechanisms controlling bursting activity induced by disinhibition in spinal cord networks. Eur. J. Neurosci. 15 (2002) 671-683
    • (2002) Eur. J. Neurosci. , vol.15 , pp. 671-683
    • Darbon, P.1    Scicluna, L.2    Tscherter, A.3    Streit, J.4
  • 4
    • 85194529124 scopus 로고    scopus 로고
    • DeMarse, T.B., Dockendorf,K.P., 2005. Adaptive flight control with living neuronal networks on microelectrode arrays. Proc. Int. J. Conf. Neural Networks 3, 1548-1551.
    • DeMarse, T.B., Dockendorf,K.P., 2005. Adaptive flight control with living neuronal networks on microelectrode arrays. Proc. Int. J. Conf. Neural Networks 3, 1548-1551.
  • 5
    • 0035506782 scopus 로고    scopus 로고
    • The neurally controlled animat: biological brains acting with simulated bodies
    • DeMarse T.B., Wagenaar D.A., Blau A.W., and Potter S.M. The neurally controlled animat: biological brains acting with simulated bodies. Auton. Robots 11 5 (2001) 305-310
    • (2001) Auton. Robots , vol.11 , Issue.5 , pp. 305-310
    • DeMarse, T.B.1    Wagenaar, D.A.2    Blau, A.W.3    Potter, S.M.4
  • 7
    • 0034221337 scopus 로고    scopus 로고
    • The dynamics of a neuronal culture of dissociated cortical neurons of neonatal rats
    • Jimbo Y., Kawana A., Parodi P., and Torre V. The dynamics of a neuronal culture of dissociated cortical neurons of neonatal rats. Biol. Cybern. 83 (2000) 1-20
    • (2000) Biol. Cybern. , vol.83 , pp. 1-20
    • Jimbo, Y.1    Kawana, A.2    Parodi, P.3    Torre, V.4
  • 8
    • 0032212665 scopus 로고    scopus 로고
    • Strengthening of synchronized activity by tetanic stimulation in cortical cultures: application of planar electrode arrays
    • Jimbo Y., Robinson H.P.C., and Kawana A. Strengthening of synchronized activity by tetanic stimulation in cortical cultures: application of planar electrode arrays. Biomed. Eng. IEEE Trans. 45 11 (1998) 1297-1304
    • (1998) Biomed. Eng. IEEE Trans. , vol.45 , Issue.11 , pp. 1297-1304
    • Jimbo, Y.1    Robinson, H.P.C.2    Kawana, A.3
  • 9
    • 0032987930 scopus 로고    scopus 로고
    • Simultaneous induction of pathway-specific potentiation and depression in networks of cortical neurons
    • Jimbo Y., Tateno T., and Robinson H.P.C. Simultaneous induction of pathway-specific potentiation and depression in networks of cortical neurons. Biophys. J. 76 (1999) 670-678
    • (1999) Biophys. J. , vol.76 , pp. 670-678
    • Jimbo, Y.1    Tateno, T.2    Robinson, H.P.C.3
  • 10
    • 0029962770 scopus 로고    scopus 로고
    • Spontaneous periodic synchronized bursting during formation of mature patterns of connections in cortical cultures
    • Kamioka H., Maeda E., Jimbo Y., Robinson H.P.C., and Kawana A. Spontaneous periodic synchronized bursting during formation of mature patterns of connections in cortical cultures. Neurosci. Lett. 206 (1996) 109-112
    • (1996) Neurosci. Lett. , vol.206 , pp. 109-112
    • Kamioka, H.1    Maeda, E.2    Jimbo, Y.3    Robinson, H.P.C.4    Kawana, A.5
  • 11
    • 33846543881 scopus 로고    scopus 로고
    • Edge of chaos and prediction of computational performance for neural microcircuit models
    • Legenstein R., and Maass W. Edge of chaos and prediction of computational performance for neural microcircuit models. Neural Netw. (2007) 323-333
    • (2007) Neural Netw. , pp. 323-333
    • Legenstein, R.1    Maass, W.2
  • 13
    • 6344235224 scopus 로고    scopus 로고
    • On the computational power of recurrent circuits of spiking neurons
    • Maass W., and Markram H. On the computational power of recurrent circuits of spiking neurons. J. Comput. System Sci. 69 4 (2004) 593-616
    • (2004) J. Comput. System Sci. , vol.69 , Issue.4 , pp. 593-616
    • Maass, W.1    Markram, H.2
  • 14
    • 0036834701 scopus 로고    scopus 로고
    • Real-time computing without stable states: A new framework for neural computation based on perturbations
    • Maass W., Natschläger T., and Markram H. Real-time computing without stable states: A new framework for neural computation based on perturbations. Neural Comput. 14 11 (2002) 2531-2560
    • (2002) Neural Comput. , vol.14 , Issue.11 , pp. 2531-2560
    • Maass, W.1    Natschläger, T.2    Markram, H.3
  • 15
    • 85156198572 scopus 로고    scopus 로고
    • A model for real-time computation in generic neural microcircuits
    • Becker S., Thrun S., and Obermayer K. (Eds), MIT Press
    • Maass W., Natschläger T., and Markram H. A model for real-time computation in generic neural microcircuits. In: Becker S., Thrun S., and Obermayer K. (Eds). Proc. of NIPS, Advances in Neural Information Processing Systems vol. 15 (2002), MIT Press 229-236
    • (2002) Proc. of NIPS, Advances in Neural Information Processing Systems , vol.15 , pp. 229-236
    • Maass, W.1    Natschläger, T.2    Markram, H.3
  • 16
    • 35248889391 scopus 로고    scopus 로고
    • Plasticity of recurring spatiotemporal activity patterns in cortical networks
    • Madhavan R., Chao Z.C., and Potter S.M. Plasticity of recurring spatiotemporal activity patterns in cortical networks. Phys. Biol. 4 (2007) 181-193
    • (2007) Phys. Biol. , vol.4 , pp. 181-193
    • Madhavan, R.1    Chao, Z.C.2    Potter, S.M.3
  • 17
    • 0031843239 scopus 로고    scopus 로고
    • Modification of parallel activity elicited by propagating bursts in developing networks of rat cortical neurons
    • Maeda E., Kuroda Y., Robinson H.P.C., and Kawana A. Modification of parallel activity elicited by propagating bursts in developing networks of rat cortical neurons. Eur. J. Neurosci. 10 2 (1998) 488-496
    • (1998) Eur. J. Neurosci. , vol.10 , Issue.2 , pp. 488-496
    • Maeda, E.1    Kuroda, Y.2    Robinson, H.P.C.3    Kawana, A.4
  • 18
    • 0036121949 scopus 로고    scopus 로고
    • Development, learning and memory in large random networks of cortical neurons: lessons beyond anatomy
    • Marom S., and Shahaf G. Development, learning and memory in large random networks of cortical neurons: lessons beyond anatomy. Q Rev Biophys 35 February 1 (2002) 63-87
    • (2002) Q Rev Biophys , vol.35 , Issue.February 1 , pp. 63-87
    • Marom, S.1    Shahaf, G.2
  • 19
    • 0842346963 scopus 로고    scopus 로고
    • Self-organizing dual coding based on spike-time-dependent plasticity
    • Masuda N., and Aihara K. Self-organizing dual coding based on spike-time-dependent plasticity. Neural Comput. 16 3 (March 2004) 627-663
    • (2004) Neural Comput. , vol.16 , Issue.3 , pp. 627-663
    • Masuda, N.1    Aihara, K.2
  • 20
    • 40849102598 scopus 로고    scopus 로고
    • Synaptic theory of working memory
    • Mongillo G., Barak O., and Tsodyks M. Synaptic theory of working memory. Science 319 March 5869 (2008) 1543-1546
    • (2008) Science , vol.319 , Issue.March 5869 , pp. 1543-1546
    • Mongillo, G.1    Barak, O.2    Tsodyks, M.3
  • 21
    • 0031983880 scopus 로고    scopus 로고
    • Axons, but not cell bodies, are activated by electrical stimulation in cortical gray matter: I. Evidence from chronaxie measurements
    • Nowak L.G., and Bullier J. Axons, but not cell bodies, are activated by electrical stimulation in cortical gray matter: I. Evidence from chronaxie measurements. Exp. Brain Res. 118 (1998) 477-488
    • (1998) Exp. Brain Res. , vol.118 , pp. 477-488
    • Nowak, L.G.1    Bullier, J.2
  • 22
    • 0032211450 scopus 로고    scopus 로고
    • Segmentation of the response of a neuronal network into clusters with similar activity
    • Parodi P., Jimbo Y., Kawana A., Macri' D., and Torre V. Segmentation of the response of a neuronal network into clusters with similar activity. Biosystems 48 November 1-3 (1998) 171-178
    • (1998) Biosystems , vol.48 , Issue.November 1-3 , pp. 171-178
    • Parodi, P.1    Jimbo, Y.2    Kawana, A.3    Macri', D.4    Torre, V.5
  • 23
    • 0035975664 scopus 로고    scopus 로고
    • A new approach to neural cell culture for long-term studies
    • Potter S.M., and DeMarse T.B. A new approach to neural cell culture for long-term studies. J. Neurosci. Methods 110 (2001) 17-24
    • (2001) J. Neurosci. Methods , vol.110 , pp. 17-24
    • Potter, S.M.1    DeMarse, T.B.2
  • 24
    • 0030939358 scopus 로고    scopus 로고
    • Response variability and timing precision of neuronal spike trains in vivo
    • Reich D.S., Victor J.D., Knight B.W., Ozaki T., and Kaplan E. Response variability and timing precision of neuronal spike trains in vivo. J. Neurophysiol. 77 (1997) 2836-2841
    • (1997) J. Neurophysiol. , vol.77 , pp. 2836-2841
    • Reich, D.S.1    Victor, J.D.2    Knight, B.W.3    Ozaki, T.4    Kaplan, E.5
  • 25
    • 34547662347 scopus 로고    scopus 로고
    • Precisely timed spatiotemporal patterns of neural activity in dissociated cortical cultures
    • Rolston J., Wagenaar D., and Potter S. Precisely timed spatiotemporal patterns of neural activity in dissociated cortical cultures. Neuroscience 148 1 (2007) 294-303
    • (2007) Neuroscience , vol.148 , Issue.1 , pp. 294-303
    • Rolston, J.1    Wagenaar, D.2    Potter, S.3
  • 26
    • 14844287066 scopus 로고    scopus 로고
    • Toward the neurocomputer: Image processing and pattern recognition with neuronal cultures
    • Ruaro M.E., Bonifazi P., and Torre V. Toward the neurocomputer: Image processing and pattern recognition with neuronal cultures. IEEE Trans. Biomed. Eng. 52 March 3 (2005) 371-383
    • (2005) IEEE Trans. Biomed. Eng. , vol.52 , Issue.March 3 , pp. 371-383
    • Ruaro, M.E.1    Bonifazi, P.2    Torre, V.3
  • 29
    • 0032525177 scopus 로고    scopus 로고
    • The variable discharge of cortical neurons: implications for connectivity, computation, and information coding
    • Shadlen M.N., and Newsome W.T. The variable discharge of cortical neurons: implications for connectivity, computation, and information coding. J. Neurosci. 18 10 (May 1998) 3870-3895
    • (1998) J. Neurosci. , vol.18 , Issue.10 , pp. 3870-3895
    • Shadlen, M.N.1    Newsome, W.T.2
  • 30
    • 0035889981 scopus 로고    scopus 로고
    • Learning in networks of cortical neurons
    • Shahaf G., and Marom S. Learning in networks of cortical neurons. J. Neurosci. 21 (2001) 8782-8788
    • (2001) J. Neurosci. , vol.21 , pp. 8782-8788
    • Shahaf, G.1    Marom, S.2
  • 31
    • 0032603191 scopus 로고    scopus 로고
    • Activity-dependent enhancement in the reliability of correlated spike timings in cultured cortical neurons
    • Tateno T., and Jimbo Y. Activity-dependent enhancement in the reliability of correlated spike timings in cultured cortical neurons. Biol. Cybern. 80 1 (January 1999) 45-55
    • (1999) Biol. Cybern. , vol.80 , Issue.1 , pp. 45-55
    • Tateno, T.1    Jimbo, Y.2
  • 32
    • 33847632899 scopus 로고    scopus 로고
    • Optimality model of unsupervised spike-timing-dependent plasticity: synaptic memory and weight distribution
    • Toyoizumi T., Pfister J.-P., Aihara K., and Gerstner W. Optimality model of unsupervised spike-timing-dependent plasticity: synaptic memory and weight distribution. Neural Comput. 19 March 3 (2007) 639-671
    • (2007) Neural Comput. , vol.19 , Issue.March 3 , pp. 639-671
    • Toyoizumi, T.1    Pfister, J.-P.2    Aihara, K.3    Gerstner, W.4
  • 34
    • 0035319165 scopus 로고    scopus 로고
    • A novel spike distance
    • van Rossum M.C.W. A novel spike distance. Neural Comput. 13 4 (2001) 751-764
    • (2001) Neural Comput. , vol.13 , Issue.4 , pp. 751-764
    • van Rossum, M.C.W.1
  • 36
    • 12744253414 scopus 로고    scopus 로고
    • Controlling bursting in cortical cultures with closed-loop multi-electrode stimulation
    • Wagenaar D.A., Madhavan R., Pine J., and Potter S.M. Controlling bursting in cortical cultures with closed-loop multi-electrode stimulation. J. Neurosci. 25 (2005) 680-688
    • (2005) J. Neurosci. , vol.25 , pp. 680-688
    • Wagenaar, D.A.1    Madhavan, R.2    Pine, J.3    Potter, S.M.4
  • 37
    • 33646686178 scopus 로고    scopus 로고
    • Persistent dynamic attractors in activity patterns of cultured neuronal networks
    • (5)
    • Wagenaar D.A., Nadasdy Z., and Potter S.M. Persistent dynamic attractors in activity patterns of cultured neuronal networks. Phys. Rev. E 73 (2006) (5)
    • (2006) Phys. Rev. E , vol.73
    • Wagenaar, D.A.1    Nadasdy, Z.2    Potter, S.M.3
  • 38
    • 7744239598 scopus 로고    scopus 로고
    • Effective parameters for stimulation of dissociated cultures using multi-electrode arrays
    • Wagenaar D.A., Pine J., and Potter S.M. Effective parameters for stimulation of dissociated cultures using multi-electrode arrays. J. Neurosci. Methods 138 (2004) 27-37
    • (2004) J. Neurosci. Methods , vol.138 , pp. 27-37
    • Wagenaar, D.A.1    Pine, J.2    Potter, S.M.3
  • 39
    • 23944505980 scopus 로고    scopus 로고
    • Patterns of spontaneous activity in unstructured and minimally structured spinal networks in culture
    • Yvon C., Rubli R., and Streit J. Patterns of spontaneous activity in unstructured and minimally structured spinal networks in culture. Exp. Brain Res. 165 (2005) 139-151
    • (2005) Exp. Brain Res. , vol.165 , pp. 139-151
    • Yvon, C.1    Rubli, R.2    Streit, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.