Short-term plasticity based network model of place cells dynamics

Hippocampus

Volumn 25, Issue 1, 2015, Pages 94-105

  Romani, Sandro ^a,b,c   Tsodyks, Misha ^a,b  

^a WEIZMANN INSTITUTE OF SCIENCE   (Israel)

^b Department of Neuroscience Center for Theoretical Neuroscience College of Physicians and Surgeons Columbia University ^*  (United States)

^c RADBOUD UNIVERSITY NIJMEGEN   (Netherlands)

Author keywords

Hippocampus; Neural network; Phase precession; Place cells; Sharp waves

Indexed keywords

ANIMAL; ARTIFICIAL NEURAL NETWORK; CYTOLOGY; HIPPOCAMPUS; NERVE CELL NETWORK; NERVE CELL PLASTICITY; PHYSIOLOGY; SPATIAL MEMORY;

ANIMALS; HIPPOCAMPUS; NERVE NET; NEURAL NETWORKS (COMPUTER); NEURONAL PLASTICITY; SPATIAL MEMORY;

EID: 84916918605     PISSN: 10509631     EISSN: 10981063     Source Type: Journal    
DOI: 10.1002/hipo.22355     Document Type: Article

References (64)

1. Amari SI. 1977. Dynamics of pattern formation in lateral-inhibition type neural fields. Biol Cybernetics 27:77-87.
2. Azizi AH, Wiskott L, Cheng S. 2013. A computational model for preplay in the hippocampus. Front Comp Neurosci 7.
3. Battaglia FP, Treves A. 1998. Attractor neural networks storing multiple space representations: A model for hippocampal place fields. Phys Rev E 58:7738.
4. Ben-Yishai R, Bar-Or RL, Sompolinsky H. 1995. Theory of orientation tuning in visual cortex. Proc Natl Acad Sci USA 92:3844-3848.
5. Buzsaki G. 1989. Two-stage model of memory trace formation: A role for "noisy" brain states. Neuroscience 31:551-570.
6. Buzsaki G. 1986. Hippocampal sharp waves: Their origin and significance. Brain Res 398:242-252.
7. Buzsaki G. 2002. Theta oscillations in the Hippocampus. Neuron 33:325-340.
8. Cei A, Girardeau G, Drieu C, El Kanbi K, Zugaro M. 2014. Reversed theta sequences of hippocampal cell assemblies during backward travel. Nat Neurosci 17:719-724.
9. Csicsvari J, Hirase H, Mamiya A, Buzsáki G. 2000. Ensemble patterns of hippocampal CA3-CA1 neurons during sharp wave-associated population events. Neuron 28:585-594.
10. Davidson TJ, Kloosterman F, Wilson MA. 2009. Hippocampal replay of extended experience. Neuron 63:497-507.
11. Diba K, Buzsaki G. 2007. Forward and reverse hippocampal place-cell sequences during ripples. Nat Neurosci 10:1241-1242.
12. Dragoi G, Tonegawa S. 2011. Preplay of future place cell sequences by hippocampal cellular assemblies. Nature 469:397-401.
13. Dragoi G, Tonegawa S. 2013. Distinct preplay of multiple novel spatial experiences in the rat. Proc Natl Acad Sci USA 110:9100-9105.
14. Ego-Stengel V, Wilson MA. 2009. Disruption of ripple-associated hippocampal activity during rest impairs spatial learning in the rat. Hippocampus 20:1-10.
15. Foster DJ, Wilson MA. 2007. Hippocampal theta sequences. Hippocampus 17:1093-1099.
16. Foster DJ, Wilson MA. 2006. Reverse replay of behavioural sequences in hippocampal place cells during the awake state. Nature 440:680-683.
17. Fyhn M, Molden S, Witter MP, Moser EI, Moser M-B. 2004. Spatial representation in the entorhinal cortex. Science 305:1258-1264.
18. Gigante G, Mattia M, Del Giudice P. 2007. Diverse population-bursting modes of adapting spiking neurons. Phys Rev Lett 98:148101.
19. Girardeau G, Benchenane K, Wiener SI, Buzsaki G, Zugaro MB. 2009. Selective suppression of hippocampal ripples impairs spatial memory. Nat Neurosci 12:1222-1223.
20. Gupta AS, Der Meer MAA, van;Touretzky DS, Redish AD. 2010. Hippocampal replay is not a simple function of experience. Neuron 65:695-705.
21. Hafting T, Fyhn M, Molden S, Moser MB, Moser EI. 2005. Microstructure of a spatial map in the entorhinal cortex. Nature 436:801-806.
22. Hansel D, Sompolinsky H. 1998. Methods in neuronal modeling: from synapse to networks. Koch C, Segev I, editors. Cambridge, MA: MIT Press.
23. Harris KD, Henze DA, Hirase H, Leinekugel X, Dragoi G, Czurko A, Buzsaki G. 2002. Spike train dynamics predicts theta-related phase precession in hippocampal pyramidal cells. Nature 417:738-741.
24. Harvey CD, Collman F, Dombeck DA, Tank DW. 2009. Intracellular dynamics of hippocampal place cells during virtual navigation. Nature 461:941-946.
25. Huxter JR, Senior TJ, Allen K, Csicsvari J. 2008. Theta phase-specific codes for two-dimensional position, trajectory and heading in the hippocampus. Nat Neurosci 11:587-594.
26. Itskov V, Curto C, Pastalkova E, Buzsáki G. 2011. Cell assembly sequences arising from spike threshold adaptation keep track of time in the hippocampus. J Neurosci 31:2828-2834.
27. Jadhav SP, Kemere C, German PW, Frank LM. 2012. Awake hippocampal sharp-wave ripples support spatial memory. Science 336:1454-1458.
28. Jeewajee A, Barry C, Douchamps V, Manson D, Lever C, Burgess N. 2014. Theta phase precession of grid and place cell firing in open environments. Phil Transact Roy Soc B: Biol Sci 369:20120532.
29. Jensen O, Lisman JE. 1996. Hippocampal CA3 region predicts memory sequences: Accounting for the phase precession of place cells. Learn Mem 3(2-3):279-287.
30. Johnson A, Redish AD. 2007. Neural ensembles in CA3 transiently encode paths forward of the animal at a decision point. J Neurosci 27:12176-12189.
31. Karlsson MP, Frank LM. 2009. Awake replay of remote experiences in the hippocampus. Nature Neurosci 12:913-918.
32. Kenet T, Bibitchkov D, Tsodyks M, Grinvald A, Arieli A. 2003. Spontaneously emerging cortical representations of visual attributes. Nature 425:954-956.
33. Lee AK, Wilson MA. 2002. Memory of sequential experience in the hippocampus during slow wave sleep. Neuron 36:1183-1194.
34. Leibold C, Gundlfinger A, Schmidt R, Thurley K, Schmitz D, Kempter R. 2008. Temporal compression mediated by short-term synaptic plasticity. Proc Natl Acad Sci USA 105:4417-4422.
35. Leutgeb S, Leutgeb JK, Barnes CA, Moser EI, McNaughton BL, Moser MB. 2005. Independent codes for spatial and episodic memory in hippocampal neuronal ensembles. Science 309:619-623.
36. Loebel A, Tsodyks M. 2002. Computation by ensemble synchronization in recurrent networks with synaptic depression. J Comput Neurosci 13:111-124.
37. McNaughton BL, Barnes CA, O'Keefe J. 1983 The contributions of position, direction, and velocity to single unit activity in the hippocampus of freely-moving rats. Exp Brain Res 52:41-49.
38. Miles R, Wong RK. 1986. Excitatory synaptic interactions between CA3 neurones in the guinea-pig hippocampus. J Physiol 373:397.
39. Muller RU, Kubie JL. 1987. The effects of changes in the environment on the spatial firing of hippocampal complex-spike cells. J Neurosci 7:1951-1968.
40. Navratilova Z, Giocomo LM, Fellous JM, Hasselmo ME, McNaughton BL. 2012. Phase precession and variable spatial scaling in a periodic attractor map model of medial entorhinal grid cells with realistic after-spike dynamics. Hippocampus 22:772-789.
41. O'Keefe J. 1976. Place units in the hippocampus of the freely moving rat. Exp Neurol 51:78-109.
42. O'Keefe J, Dostrovsky J. 1971. The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat. Brain Res 34:171-175.
43. O'Keefe J, Recce ML. 1993. Phase relationship between hippocampal place units and the EEG theta rhythm. Hippocampus 3:317-330.
44. O'Neill J, Senior T, Csicsvari J. 2006. Place-selective firing of CA1 pyramidal cells during sharp wave/ripple network patterns in exploratory behavior. Neuron 49:143-155.
45. Pfeiffer BE, Foster DJ. 2013. Hippocampal place-cell sequences depict future paths to remembered goals. Nature 497:74-79.
46. Romani S, Sejnowski TJ, Tsodyks M. 2011. Intracellular dynamics of virtual place cells. Neural Comput 23:651-655.
47. Romani S, Tsodyks M. 2010. Continuous attractors with morphed/correlated maps. PLoS Comput Biol 6:e1000869.
48. Selig DK, Nicoll RA, Malenka RC. 1999. Hippocampal long-term potentiation preserves the fidelity of postsynaptic responses to presynaptic bursts. J Neurosci 19:1236-1246.
49. Seung HS. 1996. How the brain keeps the eyes still. Proc Natl Acad Sci USA 93:13339-13344.
50. Skaggs WE, McNaughton BL, Wilson MA, Barnes CA. 1996. Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences. Hippocampus 6:149-172.
51. Solstad T, Yousif HN, Sejnowski TJ. 2014. Place cell rate remapping by CA3 recurrent collaterals. PLOS Comp Biol 10:e1003648.
52. Thurley K, Leibold C, Gundlfinger A, Schmitz D, Kempter R. 2008. Phase precession through synaptic facilitation. Neural Comp 20:1285-1324.
53. Tsodyks MV, Markram H. 1997. The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability. Proc Natl Acad Sci USA 94:719-723.
54. Tsodyks MV, Skaggs WE, Sejnowski TJ, McNaughton BL. 1996. Population dynamics and theta rhythm phase precession of hippocampal place cell firing: a spiking neuron model. Hippocampus 6:271-280.
55. Tsodyks M, Pawelzik K, Markram H. 1998. Neural networks with dynamic synapses. Neural Comput 10:821-835.
56. Tsodyks M, Uziel A, Markram H. 2000. Synchrony generation in recurrent networks with frequency-dependent synapses. J Neurosci 20:RC50.
57. Tsodyks M, Sejnowski TJ. 1995. Associative memory and hippocampal place cells. Int J Neural Syst 6:81-86.
58. Ulanovsky N, Moss CF. 2007. Hippocampal cellular and network activity in freely moving echolocating bats. Nat Neurosci 10:224-233.
59. Vanderwolf CH. 1969. Hippocampal electrical activity and voluntary movement in the rat. Electroencephalography Clin Neurophysiol 26:407-418.
60. Wallenstein GV, Hasselmo ME. 1997. GABAergic Modulation of hippocampal population activity: Sequence learning, place field development, and the phase precession effect. J Neurophysiol 78:393-408.
61. Wilson MA, McNaughton BL. 1994. Reactivation of hippocampal ensemble memories during sleep. Science 265:676-679.
62. Yartsev MM, Ulanovsky N. 2013. Representation of three-dimensional space in the hippocampus of flying bats. Science 340:367-372.
63. York L, vanRossum M. 2009. Recurrent networks with short term synaptic depression. J Comp Neurosci 27:607-620.
64. Zugaro MB, Monconduit L, Buzsáki G. 2004. Spike phase precession persists after transient intrahippocampal perturbation. Nat Neurosci 8:67-71.