Hebbian synaptic modification in cortical circuits and memory-guided behavior in spatial alternation and delayed non-match to position

Proceedings of the International Joint Conference on Neural Networks

Volumn 5, Issue , 2005, Pages 2754-2759

  Hasselmo, Michael E ^a   Zilli, Eric ^a  

^a BOSTON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CORTICAL CIRCUITS; HEBBIAN SYNAPTIC MODIFICATION; HEBBIAN SYNAPTIC PLASTICITY; NEOCORTICAL STRUCTURES; RHYTHM OSCILLATIONS;

COMPUTER SIMULATION; DATA STRUCTURES; INFORMATION RETRIEVAL; MATHEMATICAL MODELS; PLASTICITY; STORAGE ALLOCATION (COMPUTER);

NEURAL NETWORKS;

EID: 33750116803     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556361     Document Type: Conference Paper

References (44)

1. D.O. Hebb, The Organization of Behavior. Wiley, New York, 1949.
2. E. Fransen and A. Lansner, "Low spiking rates in a population of mutually exciting pyramidal cells," Network, vol. 6,1995, pp. 271-288.
3. J.-P. Thivierge and E. Balaban, "Hebbian-based servomechanical guidance with local optimal rules," IJCNN 2005.
4. M.E. Hasselmo and H.B. Eichenbaum, "Hippocampal mechanisms for the context-dependent retrieval of episodes," Neural Networks, in review, 2005.
5. B.L. McNaughton, R.M. Douglas, and G.V. Goddard, "Synaptic enhancement in fascia dentata: cooperativity among coactive afferents," Brain Res. vol. 157, 1978, pp. 277-293.
6. W.B. Levy and O. Steward, "Synapses as associative memory elements in the hippocampal formation," Brain Res. vol. 175, 1979, pp. 233-245.
7. W.B. Levy and O. Steward, "Temporal contiguity requirements for long-term associative potentiation/depression in the hippocampus," Neurosci. vol. 8, 1983, pp. 791-797.
8. H. Wigstrom, B. Gustafsson, Y.Y. Huang, and W.C. Abraham, "Hippocampal long-term potentiation is induced by pairing single afferent volleys with intracellularly injected depolarizing current pulses," Acta Physiol. Scand. vol. 126, 1986, pp. 317-319.
9. B. Gustafsson, H. Wigstrom, W.C. Abraham, and Y.Y. Huang, "Long-term potentiation in the hippocampus using depolarizing current pulses as the conditioning stimulus to single volley synaptic potentials," J Neurosci. vol. 7(3), 1987, pp. 774-80
10. H. Markram, J. Lubke, M. Frotscher, and B. Sakmann, "Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs," Science vol. 275, 1997, pp. 213-215.
11. G.q. Bi, and M.-m. Poo, "Synaptic modification by correlated activity: Hebb's postulate revisited," Anna. Rev. Newosci. vol. 24, 2001, pp. 139-166.
12. A. Gorchetchnikov, M. Versace, and M.E. Hasselmo, "Spatially and temporally local spike-timing dependent plasticity rule," IJCNN 2005.
13. H. Eichenbaum, and N.J. Cohen, From conditioning to conscious recollection, Oxford University Press, New York, 2003.
14. M.E. Hasselmo, and B.P. Wyble, "Free recall and recognition in a network model of the hippocampus: simulating effects of scopolamine on human memory function," Behav. Brain Res vol. 89,1997, pp. 1-34.
15. M.E. Hasselmo, and J.L. McClelland, "Neural models of memory," Curr. Opinion Neurobiol. vol. 9, 1999, pp. 184-188.
16. J.P. Aggleton, N. Neave, S. Nagle, and P.R. Hunt, "A comparison of the effects of anterior thalamic, marmllary body and fomix lesions on reinforced spatial alternation," Behav Brain Res.vol vol. 68, 1995, pp. 91-101.
17. R.E. Hampson, L.E. Jarrard, S.A. Deadwyler "Effects of ibotenate hippocampal and extrahippocampal destruction on delayed-match and nonmatch-to-sample behavior in rats," J Neurosci vol. 19, 1999, pp. 1492-1507.
18. M.E. Hasselmo, C. Bodelon, and B.P. Wyble, "A proposed function for hippocampal theta rhythm: Separate phases of encoding and retrieval enhance reversal of prior learning," Neural Computation vol. 14(4), 2002, pp. 793-817.
19. M.E. Hasselmo, J. Hay, M. Ilyn, and A. Gorchetchnikov, "Neuromodulation, theta rhythm and rat spatial navigation," Neural Networks vol. 15, 2002, pp. 689-707.
20. M.E. Hasselmo, B.P. Wyble, R.C. Cannon, "From spike frequency to free recall: How neural circuits perform encoding and retrieval," A. Parker, T.J. Bussey, E. Wilding (eds.) The cognitive newoscience of memory: Encoding and retrieval. Psych Press, London, 2002.
21. J.M. Hyman, B.P. Wyble, V. Goyal, C.A. Rossi, M.E. Hasselmo, "Stimulation in hippocampal region CA1 in behaving rats yields LTP when delivered to the peak of theta and LTD when delivered to the trough," J. Neurosci. vol. 23(37), 2003, pp. 11725-31.
22. R.C. Cannon, M.E. Hasselmo, and R.A. Koene, "From biophysics to behavior: Catacomb2 and the design of biologically plausible models for spatial navigation," Neuroinformatics vol. 1(1), 2002, pp. 3-42.
23. R.A. Koene, A. Gorchetchnikov, R.C. Cannon, and M.E. Hasselmo "Modeling goal-directed spatial navigation in the rat based on physiological data from the hippocampal formation," Neural Networks vol. 16(5-6), 2003, pp. 577-84.
24. A. Gorchetchnikov, and M.E. Hasselmo, "Timing of consecutive traveling pulses in a model of entorhinal cortex," In Proceedings of the International Joint Conference on Neural Networks, IEEE CD-ROM Catalog Number: 03CH37464C, 2003, pp. 1637-1642.
25. G. Buzsaki, L.W. Leung, C.H. Vanderwolf "Cellular bases of hippocampal EEG in the behaving rat," Brain Res. vol. 287(2), 1983, pp. 139-71.
26. B.P. Wyble, C. Linster, M.E. Hasselmo, "Size of CAl-evoked synoptic potentials is related to theta rhythm phase in rat hippocampus," J. Neurophysiol, vol. 83(4), 2000, pp. 2138-44.
27. C. Holscher, R. Anwyl, M.J. Rowan, "Stimulation on the positive phase of hippocampal theta rhythm induces long-term potentiation that can be depotentiated by stimulation on the negative phase in area CA1 in vivo," J Neurosci, vol. 17(16), 1997, pp. 6470-6477.
28. G. Orr, G. Rao, F.P. Houston, B.L. McNaughton, and C.A. Barnes, "Hippocampal synaptic plasticity is modulated by theta rhythm in the fascia dentata of adult and aged freely behaving rats," Hippocampus, vol. 11, 2001, pp. 647-654.
29. J. Hyman, B.P. Wyble, C.A. Rossi, M.E. Hasselmo, "Coherence between theta rhythm in rat medial prefrontal cortex and hippocampus," Soc. Neurosci. Abstr. vol. 28,2002, pp. 477.6.
30. N.L. Golding, N.P. Staff, N. Spruston "Dendritic spikes as a mechanism for cooperative long-term potentiation," Nature vol. 418(6895), 2002, pp. 326-331.
31. M.E. Hasselmo, "A model of prefrontal cortical mechanisms for goal directed behavior," J. Cogn. Neurosci. In press, 2005.
32. O. Jensen, J.E. Lisman "Novel lists of 7 +/- 2 known items can be reliably stored in an oscillatory short-term memory network: interaction with long-term memory," Learn Mem. vol. 3(2-3), 1996, pp. 257-63.
33. G.V. Wallenstein, and M.E. Hasselmo, "GABAergic modulation of hippocampal population activity: Sequence learning, place field development and the phase precession effect," J. Neurophysiol. vol. 78(1), 1997, pp. 393-408.
34. W.B. Levy, "A sequence predicting CA3 is a flexible associates that learns and uses context to solve hippocampal-like tasks," Hippocampus vol. 6, 1996, pp. 579-590.
35. W.E. Skaggs, B.L. McNaughton, M.A. Wilson, and C.A. Bames, "Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences," Hippocampus vol. 6, 1996, pp. 149-172.
36. J. O'Keefe and M.L. Recce, "Phase relationship between hippocampal place units and the EEG theta rhythm," Hippocampus vol.3, 1993, pp. 317-330.
37. M.R. Mehta, A.K. Lee, and M.A. Wilson, "Role of experience and oscillations in transforming a rate code into a temporal code," Nature vol. 417, 2002, pp. 741-746.
38. E.R. Wood, P.A. Dudchenko, R.J. Robitsek, H. Eichenbaum. "Hippocampal neurons encode information about different types of memory episodes occurring in the same location," Neuron, vol. 27(3), 2000, pp. 623-33.
39. E. Fransen, A.A. Alonso, and M.E. Hasselmo, "Simulations of the rote of the muscarinic activated calcium-sensitive nonspecific cation current INCM in entorhinal neuronal activity during delayed matching tasks," J Neurosci, vol. 22, 2002, pp. 1081-1097.
40. N.M. Howard and M.J. Kahana, "A distributed representation of temporal context," J. Math Psychol, vol. 46,2002, pp. 269-299.
41. R. Klink and A. Alonso, "Ionic mechanisms of muscarinic depolarization in entorhinal cortex layer II neurons," J. Neurophysiol., vol 77, 1997, pp. 1829-1843.
42. N.A. Otmakhova, N. Otmakhov, and J.E. Lisman, "Pathway-specific properties of AMPA and NMDA-mediated transmission in CA1 hippocampat pyramidal cells," J. Neurosci, vol. 22, 2002, pp. 1199-1207.
43. R.A. Koene and M.E. Hasselmo, "An integrate and fire model of prefrontal cortex neuronal activity during performance of goal-directed decision making," Cerebral Cortex, 2005, in press.
44. R.S. Sutton and A.C. Barto, Reinforcement Learning (adaptive computation and machine learning), MIT Press, Cambridge, 1998.