A dynamic neural network with temporal coding and functional connectivity

Biological Cybernetics

Volumn 78, Issue 2, 1998, Pages 87-93

  Watanabe, Masataka ^a   Aihara, Kazuyuki ^a   Kondo, Shunsuke ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPUTER SIMULATION; NERVE CELL; NERVE TRACT; PHYSIOLOGY; REACTION TIME;

COMPUTER SIMULATION; NEURAL NETWORKS (COMPUTER); NEURAL PATHWAYS; NEURONS; REACTION TIME;

EID: 0031991377     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s004220050416     Document Type: Article

References (23)

1. Abeles M (1982) Role of the cortical neuron: integrator or coincidence detector? Israel J Med Sci 18:83-92
2. Abeles M (1991) Corticonics: neural circuits of the cerebral cortics. Cambridge University Press, New York
3. Abeles M, Bergman H, Margalit E, Vaadia E (1993a) Spatiotemporal firing patterns in the frontal cortex of behaving monkeys. J Neurophysiol 70:1629-1638
4. Abeles M, Prut Y, Bergman H, Vaadia E, Aertsen AMHJ (1993b) Integration, synchronicity and periodicity. In: Aertsen A (ed) Brain theory: spatio-temporal aspects of brain function. Elsevier, Amsterdam, pp 149-181
5. Aertsen AMHJ, Erb M, Palm G (1994) Dynamics of functional coupling in the cerebral cortex: an attempt at a model-based interpretation. Physica D 7:103-128
6. Bernander O, Douglas RJ, Martin KAC, Koch C (1991) Synaptic background activity influences spatiotemporal integration in single pyramidal cells. Proc Natl Acad Sci USA 88:11569-11573
7. D'Esposito M, Detre JA, Alsop DC, Shin RK, Atlas S, Grossman M (1995) The neural basis of the central executive system of working memory. Nature 378:279-281
8. Fujii H, Aihara K, Hamada K (1995) A dynamical cell assembly model by mutual correlation - towards spatio-temporal coding by a system of coincidence detecting neurons. In: Proc International Symposium on Nonlinear Theory and Its Applications (NOLTA '95), pp 109-114
9. Fujii H, Ito H, Aihara K, Ichinose N, Tsukada M (1996) Dynamical cell assembly hypothesis - theoretical possibility of spatiotemporal coding in the cortex. Neural Networks 9:1303-1350
10. Gerstner W, Kempter R, Hemmen JLV, Wagner H (1996) A neuronal learning rule for sub-millisecond temporal coding. Nature 383: 76-78
11. Ichinose N, Aihara K (1995) An analysis of pulse propagation dynamics in asynchronous chaotic neural networks. Trans IEICE J78-A:373-380 (in Japanese); English translation: (ed) Electronics and communications in Japan. Scripta Technica, Wiley, New York, Part 3,78,(11), pp 52-59
12. Ichinose N, Aihara K (1995) An analysis of pulse propagation dynamics in asynchronous chaotic neural networks. Trans IEICE J78-A:373-380 (in Japanese); English translation: (ed) Electronics and communications in Japan. Scripta Technica, Wiley, New York, Part 3,78,(11), pp 52-59
13. Judd KT, Aihara K (1993) Pulse propagation networks: a neural network model that uses temporal coding by action potentials. Neural Networks 6:2: 203-215; Errata (1994), Neural Networks 7:1491
14. König P, Engel AK, Singer W (1996) Integrator or coincidence detector? The role of the cortical neuron revisited. Trends Neurosci 19: 130-137
15. Markram H, Lübke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275: 214-215
16. Sakurai Y (1996) Population coding by cell assemblies - what it really is in the brain. Neurosci Res 26: 1-16
17. Singer W (1994) Putative functions of temporal correlations in neocortical processing. In: Koch C, Davis JL (eds) Large-scale neuronal theories of the brain. MIT Press, Cambridge, Mass., pp 201-237
18. Softky WR (1994) Sub-millisecond coincidence detection in active dendritic trees. Neuroscience 58: 13-41
19. Softky WR (1995) Simple codes versus efficient codes. Curr Opin Neurobiol 5: 239-247
20. Softky WR, Koch C (1993) The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs. J Neurosci 13: 334-350
21. Vaadia E, Ahissar E, Bergman H, Lavner Y (1987) Correlated activity of neurons: a neural code for higher brain functions. In: Kruger J (ed) Neuronal cooperativity. Springer, Berlin, Heidelberg, New York
22. Vaadia E, Haalman I, Abeles M, Bergman H, Prut Y, Slovin H, Aertsen A (1995) Dynamics of neuronal interactions in monkey cortex in relation to behavioural events. Nature 373: 515-518
23. Von der Malsburg C (1987) Synaptic plasticity as basis of brain organization. In:Changeux JP, Konishi M (eds) The neural and molecular basis of learning. Wiley, New York