For citation:
Rabinovich M. I. Informational dynamics of neurons. Izvestiya VUZ. Applied Nonlinear Dynamics, 2000, vol. 8, iss. 6, pp. 3-11. DOI: 10.18500/0869-6632-2000-8-6-3-11
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Russian
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Article
UDC:
517.9:612
Informational dynamics of neurons
Autors:
Rabinovich Mihail Izrailevich, University of California, San Diego
Abstract:
Actual problems of «interaction between dynamics and information» in biological systems are formulated and new experimental results are discussed in this paper.
Key words:
Reference:
- Barlow НB. The neuron doctrine in perception. In: Gazzdniga MS, editor. Cognitive Neurosciencies. Cambridge: MITPress; 1995. P. 415-435.
- Abeles M. Corticonix: Neural Circuits of the Cerebral Cortex. New York: Cambridge University Press; 1991. 296 p.
- Shannon CE, Weaver W. The Mathematical Theory of Communication. Urbana: University of Illinois Press; 1963. 140 p.b
- Kullback S. Information Theory and Statistics. New York: Wiley; 1959. 395 p.
- Touchette H, Lloyd S. Information—theoretic limits of control. Phys. Rev. Lett. 2000;84(6):1156-1159. DOI: 10.1103/PhysRevLett.84.1156.
- Ruelle D. Chaotic evolution and strange attractors. Cambridge:Cambridge University Press; 1989. 1112 p. DOI: 10.1017/CBO9780511608773.
- Hopfield JJ. Physics, biological computation and complementarity. In: de Boer D, Dahl E, Ulfbeck O, editors. Lesson оf Quantum Theory. North—Holland; 1986. P. 295-314.
- Eguia MC, Rabinovich ML, Abarbanel HDl. Information transmission and recovery in neural communications channels. Phys. Rev. E. 2000;62(5 Pt B):7111-7122. DOI: 10.1103/physreve.62.7111.
- Eggermont JJ. Is there а neural code? Neuroscience and Biobehavioral Rev. 1998;22(2):355-370.
- Gallager RG. Information Theory and Reliable communication. New York: Wiley; 1968. 608 p.
- Pinto RD, Eguia MC, Rabinovich ML, Abarbanel HDI. Dynamical encoding by neural circuit for information transmission (in preparation).
- Laurent G, Davidowitz Hb. Encoding of olfactory information with oscillating neural assemblies. Science. 1994;265(5180):1872-1875. DOI: 10.1126/science.265.5180.1872.
- Laurent G, Stopfer M, Friedrich RW, Rabinovich M, Volkovskii А, Abarbanel HDI. Odor encoding as an active dynamical process. Annu. Rev. Neurosci. 2001:24:263-297. DOI: 10.1146/annurev.neuro.24.1.263.
- Rabinovitch MI, Yezerskii AB. Dynamic theory of formation. М.: 1998. 192 p. (in Russian).
- Hopfield JJ. Neural networks and physical systems with emergent collective computational abilities. Proc. Natl. Acad. Sci. USA. 1982;79(8):2554-2558. DOI: 10.1073/pnas.79.8.2554.
- Мау RM, Leonard WI. Nonlinear aspects оf competition between three species. SIAM J. Аррl. Math. 1975;29:243-253. DOI: 10.1137/0129022.
- Afraimovich VS, Rabinovich MI. (Private message).
- Stopfer M, Bhagavan S, Smith BH, Laurent G. Impaired odor discrimination оn desynchronization of odor—encoding neural assemblies. Nature. 1997;390(6655):70-74. DOI: 10.1038/36335.
- Gray CM, Konig P, Engel AK, Singer W. Oscillatory reponses in cat visual cortex exhibit inter—columnar synchronization which reflects global stimulus properties. Nature. 1989;338(6213):334-337. DOI: 10.1038/338334a0.
- Neelakanta PS, De Groff DF. Neural Network Modeling. Boca Raton: CRC Press; 1994. 256 p.
- Abeles M, Bergman H, Gat I, Meilijson I, Seidemann E, Tishby N, Vaadia E. Cortical activity flips among quasi—stationary states. Proc. Natl. Acad. Sci. USA. 1995;92(19):8616-8620. DOI: 10.1073/pnas.92.19.8616.
- Dinse HR, Kruger K, Best J. A temporal structure of cortical information processing. Concepts Neurosci. 1990;1:199-238.
Received:
14.05.2000
Accepted:
21.11.2000
Published:
25.03.2001
Journal issue:
- 236 reads