Spike-timing-dependent synaptic plasticity to learn spatiotemporal patterns in recurrent neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4668 LNCS, Issue PART 1, 2007, Pages 757-766

  Yoshioka, Masahiko ^a   Scarpetta, Silvia ^a,b,c   Marinaro, Maria ^a,b,c  

^a UNIVERSITY OF SALERNO   (Italy)

^b INFN SEZIONE DI ROMA   (Italy)

^c IIASS   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ASSOCIATIVE PROCESSING; ASSOCIATIVE STORAGE; MEMORY ARCHITECTURE; TIMING CIRCUITS;

ANALOG NEURAL NETWORK; ASSOCIATIVE MEMORY; POISSON PROCESS; RETRIEVAL PROCESS; SPATIO-TEMPORAL LEARNING; SPATIOTEMPORAL PATTERNS; SPIKE-TIMING-DEPENDENT SYNAPTIC PLASTICITIES; SPIKING NEURAL NETWORKS;

RECURRENT NEURAL NETWORKS;

EID: 38149097091     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74690-4_77     Document Type: Conference Paper

References (26)

1. MacLeod, K., Laurent, G.: Science 274, 976 (1996)
2. Lorenzo, P.M.D., Hallock, R.M., Kennedy, D.P.: Behavior Neuroscience 117, 1423 (2003)
3. Nádasdy, Z., Hirase, H., Czurkó, A., Csicsvari, J., Buzsáki, G.: J. Neurosci. 19, 9497 (1999)
4. Hopfield, J.J.: Proc. Natl. Acad. Sci. USA 79, 2554 (1982)
5. Amit, D.J., Gutfreund, H., Sompolinsky, H.: Phys. Rev. Lett. 55, 1530 (1985)
6. Amari, S.: IEEE Transactions on Computers C-21, 1197 (1972)
7. Matsumoto, N., Okada, M.: Neural Comp. 14, 2883 (2002)
8. Sompolinsky, H., Kanter, I.: Phys. Rev. A 57, 2861 (1986)
9. Coolen, A.C.C., Ruijgrok, T.W.: Phys. Rev. A 38, 4253 (1988)
10. Cook, J.: J. Phys. A 22, 2057 (1989)
11. Arenas, A., Vicente, C.J.P.: Europhys. Lett. 26, 79 (1994)
12. Kühn, R., Bös, S., van Hemmen, J.L.: Phys. Rev. A 43, 2084 (1991)
13. Amari, S., Maginu, K.: Neural Netw. 1, 63 (1988)
14. Nishimori, H., Nakamura, T., Shiino, M.: Phys. Rev. A 41, 3346 (1990)
15. Shiino, M., Fukai, T.: J. Phys. A 25, L375 (1992)
16. Okada, M.: Neural Netw. 8, 833 (1995)
17. Yoshioka, M.: Phys. Rev. E 65, 011903 (2001)
18. Yoshioka, M.: Phys. Rev. E 66, 061913 (2002)
19. Scarpetta, S., Zhaoping, L., Hertz, J.: Neural Comp. 14, 2371 (2002)
20. Scarpetta, S., Marinaro, M.: Hippocampus 15, 979 (2005)
21. Yoshioka, M., Scarpetta, S., Marinaro, M.: Phys. Rev. E 75 (2007) 051917
22. Markram, H., Lübke, J., Frotscher, M., Sakmann, B.: Science 275, 213 (1997)
23. Bi, G.Q., Poo, M.M.: J. Neurosci. 18, 10464 (1998)
24. Zhang, L.I., Tao, H.W., Holt, C.E., Harris, W.A., Poo, M.M.: Nature 395, 37 (1998)
25. Bi, G.Q., Poo, M.M.: Annu. Rev. Neurosci. 24, 139 (2001)
26. Foster, D.J., Wilson, M.A.: Nature 440, 680 (2006)