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Volumn 22, Issue 4, 2010, Pages 1060-1085

Spiking neural networks for cortical neuronal spike train decoding

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; ASSOCIATION; BIOLOGICAL MODEL; BRAIN CORTEX; COMPUTER SIMULATION; CYTOLOGY; EYE MOVEMENT; HAND STRENGTH; HEMISPHERIC DOMINANCE; MACACA; NERVE CELL; NERVE CELL NETWORK; NONLINEAR SYSTEM; PHOTOSTIMULATION; PHYSIOLOGY; REACTION TIME;

EID: 77953331170     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/neco.2009.10-08-885     Document Type: Article
Times cited : (27)

References (40)
  • 1
    • 0036826068 scopus 로고    scopus 로고
    • Error-backpropagation in temporally encoded networks of spiking neurons
    • Bohte, S.M., Kok, J.N., & La Poutr'e, H. (2002). Error-backpropagation in temporally encoded networks of spiking neurons. Neurocomputing, 48(1-4), 17-37.
    • (2002) Neurocomputing , vol.48 , Issue.1-4 , pp. 17-37
    • Bohte, S.M.1    Kok, J.N.2    La Poutré, H.3
  • 3
    • 23844463151 scopus 로고    scopus 로고
    • A gradient descent rule for spiking neurons emitting multiple spikes
    • Booij, O., & Nguyen, H.T. (2005). A gradient descent rule for spiking neurons emitting multiple spikes. Information Processing Letters, 95, 552-558.
    • (2005) Information Processing Letters , vol.95 , pp. 552-558
    • Booij, O.1    Nguyen, H.T.2
  • 4
    • 0032611673 scopus 로고    scopus 로고
    • A neural network model of temporal code generation and position-invariant pattern recognition
    • Buonomano, D.V., & Merzenich, M. (1999). A neural network model of temporal code generation and position-invariant pattern recognition. Neural Computation, 11, 103-116.
    • (1999) Neural Computation , vol.11 , pp. 103-116
    • Buonomano, D.V.1    Merzenich, M.2
  • 5
    • 0036828974 scopus 로고    scopus 로고
    • Connecting cortex to machines: Recent advances in brain interfaces
    • Donohue, J.P. (2002). Connecting cortex to machines: Recent advances in brain interfaces. Nat. Neurosci., 5 (Suppl.), 1085-1088.
    • (2002) Nat. Neurosci. , vol.5 , Issue.SUPPL , pp. 1085-1088
    • Donohue, J.P.1
  • 6
    • 0024255761 scopus 로고
    • Coherent oscillations: A mechanism of feature linking in the visual cortex?
    • Eckhorn, R., Bauer, R., Jordan, W., Brosch, M., Kruse, W., Munk, M., et al. (1988). Coherent oscillations: A mechanism of feature linking in the visual cortex? Biol. Cybern., 60, 121-130.
    • (1988) Biol. Cybern. , vol.60 , pp. 121-130
    • Eckhorn, R.1    Bauer, R.2    Jordan, W.3    Brosch, M.4    Kruse, W.5    Munk, M.6
  • 8
    • 34047183083 scopus 로고    scopus 로고
    • Motor cortical encoding of hand orientation in a 3-D reachto-grasp task
    • (EMBS'06). Piscataway, NJ: IEEE
    • Fan, J., & He, J. (2006). Motor cortical encoding of hand orientation in a 3-D reachto-grasp task. In Proc. IEEE Engineering in Medicine and Biology Society (EMBS'06) (pp. 5472-5475). Piscataway, NJ: IEEE.
    • (2006) Proc. IEEE Engineering in Medicine and Biology Society , pp. 5472-5475
    • Fan, J.1    He, J.2
  • 9
    • 34047204212 scopus 로고    scopus 로고
    • Multi-class support vector machines for brain neural signals recognition
    • (WCICA'06), 2. Piscataway, NJ: IEEE
    • Fang, H., Wang, Y., Huang, J., & He, J. (2006). Multi-class support vector machines for brain neural signals recognition. In Proc. of the World Congress on Intelligent Control and Automation (WCICA'06), 2 (pp. 9940-9944). Piscataway, NJ: IEEE.
    • (2006) Proc. of the World Congress on Intelligent Control and Automation , pp. 9940-9944
    • Fang, H.1    Wang, Y.2    Huang, J.3    He, J.4
  • 10
  • 11
    • 0032211499 scopus 로고    scopus 로고
    • Rate coding versus temporal order coding: A theoretical approach
    • Gautrais, J., & Thorpe, S. (1998). Rate coding versus temporal order coding: A theoretical approach. BioSystems, 48, 57-65.
    • (1998) BioSystems , vol.48 , pp. 57-65
    • Gautrais, J.1    Thorpe, S.2
  • 12
    • 0023034513 scopus 로고
    • Neuronal population coding of movement direction
    • Georgopoulos, A.P., Schwartz, A.B., & Kettner, R.E. (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
  • 14
    • 33746160271 scopus 로고    scopus 로고
    • Neuronal ensemble control of prosthetic devices by a human with tetraplegia
    • Hochberg, L.R., Serruya, M.D., Friehs, G.M., Mukand, J.A., Saleh, M., Caplan, A.H., et al. (2006). Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature, 442(7099), 164-171.
    • (2006) Nature , vol.442 , Issue.7099 , pp. 164-171
    • Hochberg, L.R.1    Serruya, M.D.2    Friehs, G.M.3    Mukand, J.A.4    Saleh, M.5    Caplan, A.H.6
  • 15
    • 27644475783 scopus 로고    scopus 로고
    • Fast readout of object identity from macaque inferior temporal cortex
    • Hung, C.P., Kreiman, G., Poggio, T., & DiCarlo, J.J. (2005). Fast readout of object identity from macaque inferior temporal cortex. Science, 310, 863-866.
    • (2005) Science , vol.310 , pp. 863-866
    • Hung, C.P.1    Kreiman, G.2    Poggio, T.3    DiCarlo, J.J.4
  • 16
    • 0024137490 scopus 로고
    • Increased rates of convergence through learning rate adaptation
    • Jacobs, R.A. (1988). Increased rates of convergence through learning rate adaptation. Neural Networks, 1, 295-307.
    • (1988) Neural Networks , vol.1 , pp. 295-307
    • Jacobs, R.A.1
  • 17
    • 20744444594 scopus 로고    scopus 로고
    • Movement generation with circuits of spiking neurons
    • Joshi, P., & Maass, W. (2005).Movement generation with circuits of spiking neurons. Neural Computation, 17(8), 1715-1738.
    • (2005) Neural Computation , vol.17 , Issue.8 , pp. 1715-1738
    • Joshi, P.1    Maass, W.2
  • 18
    • 85156238638 scopus 로고    scopus 로고
    • Temporal coding in the sub-millisecond range: Model of barn owl auditory pathway
    • D. Touretzky, M. Moser, & M. Hasselmo (Eds.) Cambridge, MA: MIT Press
    • Kempter, R., Gerstner, W., van Hemmen, J.L., & Wagner, H. (1996). Temporal coding in the sub-millisecond range: Model of barn owl auditory pathway. In D. Touretzky, M. Moser, & M. Hasselmo (Eds.), Advances in Neural Information Processing Systems, 8 (pp. 124-130). Cambridge, MA: MIT Press.
    • (1996) Advances in Neural Information Processing Systems , vol.8 , pp. 124-130
    • Kempter, R.1    Gerstner, W.2    van Hemmen, J.L.3    Wagner, H.4
  • 19
    • 0029687670 scopus 로고    scopus 로고
    • Determination of the precision of spike timing in the visual cortex of anaesthetised cats
    • Lestienne, R. (1996). Determination of the precision of spike timing in the visual cortex of anaesthetised cats. Biological Cybernetics, 74, 55-61.
    • (1996) Biological Cybernetics , vol.74 , pp. 55-61
    • Lestienne, R.1
  • 20
    • 0031115205 scopus 로고    scopus 로고
    • Self-organization of firing activities in monkey's motor cortex: Trajectory computation from spike signals
    • Lin, S., & Si, J. (1997). Self-organization of firing activities in monkey's motor cortex: Trajectory computation from spike signals. Neural Computation, 9(3), 607-621.
    • (1997) Neural Computation , vol.9 , Issue.3 , pp. 607-621
    • Lin, S.1    Si, J.2
  • 21
    • 0031472340 scopus 로고    scopus 로고
    • Networks of spiking neurons: The third generation of neural network models
    • Maass, W. (1997a). Networks of spiking neurons: The third generation of neural network models. Neural Networks, 10(9), 1659-1671.
    • (1997) Neural Networks , vol.10 , Issue.9 , pp. 1659-1671
    • Maass, W.1
  • 22
    • 84898929097 scopus 로고    scopus 로고
    • Noisy spiking neurons with temporal coding have more computational power than sigmoidal neurons
    • M. Mozer, M.I. Jordan, & T. Petsche (Eds.) Cambridge, MA: MIT Press
    • Maass, W. (1997b). Noisy spiking neurons with temporal coding have more computational power than sigmoidal neurons. In M. Mozer, M.I. Jordan, & T. Petsche (Eds.), Advances in neural information processing systems, 9 (pp. 211-217). Cambridge, MA: MIT Press.
    • (1997) Advances in neural information processing systems , vol.9 , pp. 211-217
    • Maass, W.1
  • 23
    • 0031568358 scopus 로고    scopus 로고
    • Fast sigmoidal networks via spiking neurons
    • Maass, W. (1997c). Fast sigmoidal networks via spiking neurons. Neural Computation, 9(2), 279-304.
    • (1997) Neural Computation , vol.9 , Issue.2 , pp. 279-304
    • Maass, W.1
  • 25
    • 26444486505 scopus 로고    scopus 로고
    • Spatial and temporal pattern analysis via spiking neurons
    • Natschl̈ager, T., & Ruf, B. (1998). Spatial and temporal pattern analysis via spiking neurons. Network: Comp. Neural Systems, 9(3), 319-332.
    • (1998) Network: Comp. Neural Systems , vol.9 , Issue.3 , pp. 319-332
    • Natschläger, T.1    Ruf, B.2
  • 26
    • 0037530440 scopus 로고    scopus 로고
    • Brain-machine interfaces to restore motor function and probe neural circuits
    • Nicolelis, M.A.L. (2003). Brain-machine interfaces to restore motor function and probe neural circuits. Nat. Rev. Neurosci., 4, 417-422.
    • (2003) Nat. Rev. Neurosci. , vol.4 , pp. 417-422
    • Nicolelis, M.A.L.1
  • 27
    • 0347088824 scopus 로고    scopus 로고
    • Spatiotemporal tuning of motor cortical neurons for hand position and velocity
    • Paninski, L., Fellows, M.R., Hatsopoulos, N.G., & Donoghue, J.P. (2004). Spatiotemporal tuning of motor cortical neurons for hand position and velocity. J. Neurophysiol., 91, 515-532.
    • (2004) J. Neurophysiol. , vol.91 , pp. 515-532
    • Paninski, L.1    Fellows, M.R.2    Hatsopoulos, N.G.3    Donoghue, J.P.4
  • 28
    • 0019977982 scopus 로고
    • Visual neurons responsive to faces in the monkey temporal cortex
    • Perrett, D.I., Rolls, E.T., & Caan, W.C. (1982). Visual neurons responsive to faces in the monkey temporal cortex. Experimental Brain Research, 47, 329-342.
    • (1982) Experimental Brain Research , vol.47 , pp. 329-342
    • Perrett, D.I.1    Rolls, E.T.2    Caan, W.C.3
  • 31
    • 0005866497 scopus 로고
    • The role of synchrony in neocortical processing and synaptic plasticity
    • E. Domany, J.L. van Hemmen, & K. Schulten (Eds.) Berlin: Springer
    • Singer, W. (1994). The role of synchrony in neocortical processing and synaptic plasticity. In E. Domany, J.L. van Hemmen, & K. Schulten (Eds.), Models of neural networks II. Berlin: Springer.
    • (1994) Models of neural networks II
    • Singer, W.1
  • 32
    • 0037036102 scopus 로고    scopus 로고
    • Direct cortical control of 3D neuroprosthetic devices
    • Taylor, D.M., Helms Tillery, S.I., & Schwartz, A.B. (2002). Direct cortical control of 3D neuroprosthetic devices. Science, 296(5574), 1829-1832.
    • (2002) Science , vol.296 , Issue.5574 , pp. 1829-1832
    • Taylor, D.M.1    Helms Tillery, S.I.2    Schwartz, A.B.3
  • 33
    • 0002936735 scopus 로고
    • Biological constraints on connectionist modelling
    • R. Pfeifer, Z. Schreter, F. Fogelman-Soulie, & L. Steels (Eds.) Amsterdam: Elsevier, North Holland
    • Thorpe, S.J., & Imbert, M. (1989). Biological constraints on connectionist modelling. In R. Pfeifer, Z. Schreter, F. Fogelman-Soulie, & L. Steels (Eds.), Connectionism in Perspective (pp. 63-92). Amsterdam: Elsevier, North Holland.
    • (1989) Connectionism in Perspective , pp. 63-92
    • Thorpe, S.J.1    Imbert, M.2
  • 34
    • 0034766266 scopus 로고    scopus 로고
    • Spike-based strategies for rapid processing
    • Thorpe, S.J., Delorme, A., & VanRullen, R. (2001). Spike-based strategies for rapid processing. Neural Networks, 14, 715-725.
    • (2001) Neural Networks , vol.14 , pp. 715-725
    • Thorpe, S.J.1    Delorme, A.2    VanRullen, R.3
  • 36
    • 33744904461 scopus 로고    scopus 로고
    • Selection and parameterization of cortical neurons for neuroprosthetic control
    • Wahnoun, R., He, J., & Helms Tillery, S.I. (2006). Selection and parameterization of cortical neurons for neuroprosthetic control. J. Neural Eng., 3, 162-171.
    • (2006) J. Neural Eng. , vol.3 , pp. 162-171
    • Wahnoun, R.1    He, J.2    Helms Tillery, S.I.3
  • 37
    • 38649083793 scopus 로고    scopus 로고
    • A behavior controller based on spiking neural networks for mobile robots
    • Wang, X., Hou, Z., Zou, A., Tan, M., & Cheng, L. (2008). A behavior controller based on spiking neural networks for mobile robots. Neurocomputing, 71, 655-666.
    • (2008) Neurocomputing , vol.71 , pp. 655-666
    • Wang, X.1    Hou, Z.2    Zou, A.3    Tan, M.4    Cheng, L.5
  • 38
    • 0034676422 scopus 로고    scopus 로고
    • Real-time prediction of hand trajectory by ensembles of cortical neurons in primates
    • Wessberg, J., Stambaugh, C.R., Kralik, J.D., Beck, P.D., Laubach, M., Chapin, J.K., et al. (2000). Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature, 408(6810), 361-365.
    • (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    Chapin, J.K.6
  • 40
    • 33644876951 scopus 로고    scopus 로고
    • Bayesian population decoding ofmotor cortical activity using a Kalman filter
    • Wu, W., Gao, Y., Bienenstock, E., Donoghue, J.P., & Black, M.J. (2005). Bayesian population decoding ofmotor cortical activity using a Kalman filter. Neural Computation, 18(1), 80-118.
    • (2005) Neural Computation , vol.18 , Issue.1 , pp. 80-118
    • Wu, W.1    Gao, Y.2    Bienenstock, E.3    Donoghue, J.P.4    Black, M.J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.