Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity

Frontiers in Artificial Intelligence and Applications

Volumn 204, Issue , 2009, Pages 247-260

  Scarpetta, Silvia ^a   Giacco, Ferdinando ^a   Marinaro, Maria ^a  

^a UNIVERSITY OF SALERNO   (Italy)

Author keywords

Associative memory; Ortical dynamics; Spatio temporal patterns; Synchrony

Indexed keywords

ASSOCIATIVE PROCESSING; ASSOCIATIVE STORAGE; BRAIN; NEURAL NETWORKS; SENSORY PERCEPTION; SYNCHRONIZATION;

ASSOCIATIVE MEMORY; DISTRIBUTED GROUPS; MEMORY COMPUTATIONS; NEURAL ACTIVITY; ORTICAL DYNAMIC; SENSORY COMPUTATION; SPATIOTEMPORAL PATTERNS; SYNAPTIC PLASTICITY; SYNCHRONY; TEMPORAL SYNCHRONIZATION;

NEURONS;

EID: 74349093253     PISSN: 09226389     EISSN: 18798314     Source Type: Book Series    
DOI: 10.3233/978-1-60750-072-8-247     Document Type: Conference Paper

References (45)

1. Singer, Neuronal Synchrony: A Versatile Code for the Definition of Relations, Neuron 1999
2. Fries Nicolik, Singer Trends in Neurosciences Volume30, Issue 7, July 2007, Pages 309-316
3. Fries A mechanism for cognitive dynamics: neuronal communication through neuronal coherence, Trend in Cognitive Science 2005.
4. G Buzsaki, A Draguhn 2004 Science vol304, 1926-1929
5. Alan Gelperin The Journal of Neuroscience, February 8, 2006, 26(6):1663-1668; Mini- Review Olfactory Computations and Network Oscillation Alan Gelperin
6. Magee J.C., and Johnston D. (1997). A synaptically controlled associative signal for Hebbian plasticity in hippocampal neurons. Science 275 p.209-212.
7. Markram H., Lubke J., Frotscher M., Sakmann B. (1997). Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275 p.213.
8. Bi G.Q., and Poo M.M. (1998). Precise spike timing determines the direction and extent of synaptic modifications in cultured hippocampal neurons. J. Neurosci. 18 p.10464:10472.
9. Bi G.Q., and Poo M.M. (2001) Annual Review Neuroscince 24, 139-166.
10. Debanne D., Gahwiler B.H. and Thompson S.M. (1998). Long-term synaptic plasticity between pairs of individual CA3 pyramidal cells in rat hippocampal slice cultures. J. Physiol. 507, p.237-247.
11. Feldman D.E. (2000). Timing-based LTP and LTD and vertical inputs to layer II/III pyramidal cells in rat barrel cortex. Neuron 27, p.45-56.
12. M.G.Kuzmina, E.A.Manykin, I.I.Surina. Lecture Notes in Computer Science, v. 930, pp. 246-251,(1995)
13. Hoppensteadt F.C. and Izhikevich E.M. (1997) Weakly Connected Neural Networks. Springer-Verlag, New York.
14. Izhikevich E.M. (1999) IEEE Transactions On Neural Networks, 10:508-526
15. Z. Yu, Y. Yamaguchi Biol. Cybernetic (2004);
16. Y. Yamaguchi J Integrative Neuroscience vol 2, n 2 143-157 (2004).
17. Y.Yamaguchi Biol. Cybern. 89, 19 (2003)
18. Borisyuk R., Hoppensteadt 1999, Biol. Cybern. 81, 359:371.
19. C. van Vreeswijk, D. Hansel, Neural Computation, 13:959-992. (2001).
20. M. Yoshioka, S. Scarpetta, M. Marinaro Phys. Rev. E vol: 75 pag051917 2007
21. S. Scarpetta M. Yoshioka, M. Marinaro, Encoding and replay of Dynamic Attractors with Multiple Frequencies LECTURE NOTES IN COMPUTER SCIENCE Volume: 5286, pages 38-61, 2008
22. M.Marinaro S.Scarpetta Neurocomputing vol58-60C pp 279-284 2004
23. S. Scarpetta, L. Zhaoping, J. Hertz Neural Computation 2002 Oct;14(10):2371-2396
24. S. Scarpetta, L. Zhaoping, J. Hertz. NIPS 2000. Vol 13. T. Leen, T. Dietterich, V. Tresp (eds), MIT Press (2001).
25. S. Scarpetta, L. Zhaoping, J. Hertz (2002) in Scaling and Disordered Systems pag. 292, Edt. F. Family, M. Daoud, H. Herrmann and E. Stanley, World Scientific Publishing.
26. Hasselmo M. E. (1993). Acetylcholine and learning in a cortical associative memory, Neural Computation 5, p.32-44.
27. Hasselmo M.E. (1999). Neuromodulation: acetylcholine and memory consolidation, Trend in Cognitive Sciences, Vol.3, No.9, p.351.
28. Gerstner W, kempter R, van Hemmen J.Leo, Wagner H, Nature 383, 1996
29. Kempter R., Gerstner W. and van Hemmen L. (1999). Hebbian learning and spiking neurons Physical Review E vol. 59, num. 5, p.4498-4514 .
30. Song S, Miller KD, Abbott LF. (2000). Competitive Hebbian learning through spiketiming- dependent synaptic plasticity. Nat Neurosci. 3(9):919-926
31. Rao RP, Sejnowski TJ. (2001). Spike-timing-dependent Hebbian plasticity as temporal difference learning. Neural Comput. 13(10):2221-2237
32. Extending the effects of spike-timing-dependent plasticity to behavioral timescales P. J. Drew and L. F. Abbott PNAS 2006
33. Wittenberg et al, J. Neurosci. 26, 6610 (2006)
34. H. Abarbanel, R. Huerta, M. I. Rabinovich. (2002) PNAS vol99, n.15, 10132-10137
35. Li Z. and Hertz J. (2000) Odor recognition and segmentation by a model olfactory bulb and cortex Network: Computation in Neural Systems 11, p.83-102.
36. S.Scarpetta Z.Li M.Marinaro Hippocampus 2004
37. Metha et al Neuron 25 pp.707 2000
38. Florian RV, Muresan RC Phase precession and recession with STDP and anti-STDP; LECTURE NOTES IN COMPUTER SCIENCE Vol: 4131 pp:718-727 2006
39. Phase Precession through Synaptic Facilitation Kay Thurley Christian Leibold, Anja Gundlfinger Dietmar Schmitz Richard Kempter NEURAL COMPUTATION Volume: 20 Issue: 5 Pages: 1285-1324 Published: MAY 2008
40. Sjostrom, P. J., Turrigiano, G. Nelson, S. B. (2001) Neuron 32, 11491164.
41. Froemke, R. C. Dan, Y. (2002) Nature 416, 433438.
42. Zoltán Nádasdy, Hajime Hirase, András Czurkó, Jozsef Csicsvari, and György Buzsáki, Replay and Time Compression of Recurring Spike Sequences in the Hippocampus, The Journal of Neuroscience, November 1, 1999, 19(21):9497-9507.
43. Sequential Experience in the Hippocampus during Slow Wave Sleep. A. Lee M. Wilson Neuron 2002
44. Fast-Forward Playback of Recent Memory Sequences in Prefrontal Cortex During Sleep. D.R. Euston, M. Tatsuno, Bruce L. McNaughton Science 2007
45. Reverse replay of behavioural sequences in hippocampal place cell s during the awake state D.J. Foster M. A. Wilson Nature 2006