Cortico-hippocampal interaction and adaptive stimulus representation: A neurocomputational theory of associative learning and memory

Neural Networks

Volumn 18, Issue 9, 2005, Pages 1265-1279

  Gluck, Mark A ^a   Myers, Catherine ^a   Meeter, Martijn ^a  

^a RUTGERS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COMPUTATION THEORY; DATA PROCESSING; DISEASES; PHYSIOLOGY;

BIOLOGICAL MODELING; CORTICO-HIPPOCAMPAL INTERACTION; NEUROCOMPUTATIONAL THEORY;

NEUROLOGY;

ADAPTIVE BEHAVIOR; ALZHEIMER DISEASE; BRAIN ATROPHY; BRAIN INJURY; CEREBELLUM; CHOLINERGIC SYSTEM; ENTORHINAL CORTEX; EYELID REFLEX; HIPPOCAMPUS; INFORMATION PROCESSING; LEARNING; MATHEMATICAL MODEL; MEMORY; MEMORY DISORDER; NERVE CELL PLASTICITY; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; REVIEW; RODENT; STATE DEPENDENT LEARNING;

EID: 27844610344     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2005.08.003     Document Type: Article

References (90)

1. M. Allen, L. Chelius, and M. Gluck Selective entorhinal and nonselective cortical-hippocampal region lesions, but not selective hippocampal lesions, disrupt learned irrelevance in rabbit eyeblink conditioning Cognitive, Affective, and Behavioral Neuroscience 2 3 2002 214 226
2. M.T. Allen, Y. Padilla, and M.A. Gluck Ibotenic acid lesions of the medial septum retard delay eyeblink conditioning in rabbits (Oryctolagus cuniculus) Behavioral Neuroscience 116 4 2002 733 738
3. J. Ambros-Ingerson, R. Granger, and G. Lynch Simulation of paleocortex performs hierarchical clustering Science 247 1990 1344 1348
4. R.C. Atkinson, and J.F. Juola Search and decision processes in recognition memory D.H. Krantz R.C. Atkinson R.D. Luce P. Suppes Contemporary developments in mathematical psychology 1974 Freeman San Franscisco, CA
5. D.A. August, and W.B. Levy Temporal sequence compression by an integrate-and-fire model of hippocampal area CA3 Journal of Computational Neuroscience 6 1999 71 90
6. P. Baldi, and K. Hornik Neural networks and principal component analysis: Learning from examples without local minima Neural Networks 2 1989 53 58
7. R. Bogacz, and M.W. Brown The restricted influence of sparseness of coding on the capacity of familiarity discrimination networks Network: Computations in Neural Systems 13 2002 457 485
8. R. Bogacz, and M.W. Brown Comparison of computational models of familiarity discrimination in the perirhinal cortex Hippocampus 13 2003 494 524
9. E. Bostock, R. Muller, and J. Kubie Experience-dependent modifications of hippocampal place cell firing Hippocampus 1 2 1991 193 206
10. J. Brown, D. Bullock, and S. Grossberg How the basal ganglia use parallel excitatory and inhibitory learning pathways to selectively respond to unexpected rewarding cues The Journal of Neuroscience 19 1999 10502 10511
11. P. Cahusec, E. Rolls, Y. Miyashita, and H. Niki Modification of the responses of hippocampal neurons in the monkey during the learning of a conditional spatial response task Hippocampus 3 1 1993 29 42
12. R. Coultrip, R. Granger, and G. Lynch A cortical model of winner-take-all competition via lateral inhibition Neural Networks 5 1992 47 54
13. N.D. Daw, and D.S. Touretzky Operant behavior suggests attentional gating of dopamine system inputs Neurocomputing 38-40 2001 1161 1167
14. S. Deadwyler, M. West, and G. Lynch Activity of dentate granule cells during learning: Differentiation of perforant path input Brain Research 169 1979 29 43
15. M. de Leon, A. George, L. Stylopoulos, G. Smith, and D. Miller Early marker for Alzheimer's disease: The atrophic hippocampus The Lancet 2 8664 1989 672 673
16. K. Doya Complementary roles of basal ganglia and cerebellum in learning and motor control Current Opinion in Neurobiology 10 2000 732 739
17. H. Eichenbaum The hippocampal system and declarative memory in animals Journal of Cognitive Neuroscience 4 1992 217 231
18. H. Eichenbaum, P. Mathews, and N.J. Cohen Further studies of hippocampal representation during odor discrimination learning Behavioral Neuroscience 103 6 1989 1207 1216
19. J. Gabrieli, R. McGlinchey-Berroth, M. Carrillo, M. Gluck, L. Cermack, and J. Disterhoft Intact delay-eyeblink classical conditioning in amnesia Behavioral Neuroscience 109 5 1995 819 827
20. M.A. Gluck, M.T. Allen, C.E. Myers, and R.F. Thompson Cerebellar substrates for error-correction in motor-reflex conditioning Neurobiology of Learning and Memory 76 2001 314 341
21. M. Gluck, and G. Bower From conditioning to category learning: An adaptive network model Journal of Experimental Psychology: General 117 3 1988 225 244
22. M.A. Gluck, and R. Granger Computational models of the neural bases of learning and memory Annual Review of Neuroscience 16 1993 667 706
23. M. Gluck, and C. Myers Hippocampal mediation of stimulus representation: A computational theory Hippocampus 3 1993 491 516
24. M. Gluck, and C. Myers Representation and association in memory: A neurocomputational view of hippocampal function Current Directions in Psychological Science 4 1 1995 23 29
25. M. Gluck, and C. Myers Integrating behavioral and physiological models of hippocampal function Hippocampus 6 6 1996 643 653
26. M. Gluck, and C. Myers Gateway to memory: An introduction to neural network modeling of the hippocampus in learning and memory 2001 MIT Press Cambridge, MA
27. M. Gluck, C. Myers, and R. Thompson A computational model of the cerebellum and motor-reflex conditioning S. Zornetzer J. Davis C. Lau T. McKenna An introduction to neural and electronic networks 1994 Academic Press New York 91 98
28. M. Gluck, L. Oliver, and C. Myers Late-training amnesic deficits in probabilistic category learning: A neurocomputational analysis Learning and Memory 3 1996 326 340
29. I. Gormezano, E.J. Kehoe, and B.S. Marshall Twenty years of classical conditioning research with the rabbit Progress in Psychobiology and Physiological Psychology 10 1983 197 275
30. M.E. Hasselmo Neuromodulation: Acetylcholine and memory consolidation Trends in Cognitive Sciences 3 1999 351 359
31. M.E. Hasselmo, and E. Schnell Laminar selectivity of the cholinergic suppression of synaptic transmission in rat hippocampal region CA1: Computational modeling and brain slice physiology Journal of Neuroscience 14 6 1994 3898 3914
32. 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 Behavioural Brain Research 89 1997 1 34
33. G. Hinton Connectionist learning procedures Artificial Intelligence 40 1989 185 234
34. M.S. Humphreys, J.D. Bain, and R. Pike Different ways to cue a coherent system: A theory for episodic, semantic and procedural tasks Psychological Review 96 1989 208 233
35. B.J. Knowlton, L.R. Squire, and M.A. Gluck Probabilistic category learning in amnesia Learning and Memory 1 1994 106 120
36. W.B. Levy A computational approach to hippocampal function R. Hawkins G. Bower Psychology of learning and motivation 1989 Academic Press London 243 304
37. W.B. Levy A sequence predicting CA3 is a flexible associator that learns and uses context to solve hippocampal-like tasks Hippocampus 6 1996 579 590
38. W.B. Levy, S.E. Brassel, and S.D. Moore Partial quantification of the associative synaptic learning rule of the dentate gyrus Neuroscience 8 4 1983 799 808
39. L. Li, E.K. Miller, and R. Desimone The representation of stimulus familiarity in anterior inferior temporal cortex Journal of Neurophysiology 13 1993 1918 1929
40. R. Lubow Latent inhibition Psychological Bulletin 79 1973 398 407
41. G. Mandler Recognizing: The judgment of previous occurrence Psychological Review 87 1980 252 271
42. D. Marr Simple memory: A theory for archicortex Philosophical Transactions of the Royal Society B 262 1971 23 81
43. J.L. McClelland, B.L. McNaughton, and R.C. O'Reilly Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory Psychology Review 102 1995 419 457
44. M. Meeter, and J.M.J. Murre Consolidation of long-term memory: Evidence and alternatives Psychological Bulletin 130 2004 843 857
45. M. Meeter, J.M.J. Murre, and L.M. Talamini A computational approach to memory deficits in schizophrenia Neurocomputing 44 2002 929 936
46. Meeter, M., Myers, C. E., & Gluck, M. A. (2005). Integrating incremental learning and episodic memory models of the hippocampal region. Psychological Review, 112, 560-585.
47. M. Meeter, L.M. Talamini, and J.M.J. Murre Mode shifting between storage and recall based on novelty detection in oscillating hippocampal circuits Hippocampus 14 2004 722 741
48. J. Moyer, R. Deyo, and J. Disterhoft Hippocampectomy disrupts trace eye-blink conditioning in rabbits Behavioral Neuroscience 104 2 1990 243 252
49. K. Murnane, M.P. Phelps, and K. Malmberg Context-dependent recognition memory: The ICE theory Journal of Experimental Psychology: General 128 1999 403 415
50. C. Myers, D. Bryant, J. DeLuca, and M. Gluck Dissociating basal forebrain and medial temporal amnesic syndromes: Insights from classical conditioning Integrative Physiological and Behavioral Science 37 2 2002 85 102
51. C. Myers, J. DeLuca, M. Schultheis, G. Schnirman, B. Ermita, and B. Diamond Impaired delay eyeblink classical conditioning in individuals with anterograde amnesia resulting from anterior communicating artery aneurysm rupture Behavioral Neuroscience 115 3 2001 560 570
52. C. Myers, B. Ermita, K. Harris, M. Hasselmo, P. Solomon, and M. Gluck A computational model of the effects of septohippocampal disruption on classical eyeblink conditioning Neurobiology of Learning and Memory 66 1996 51 66
53. C. Myers, B. Ermita, M. Hasselmo, and M. Gluck Further implications of a computational model of septohippocampal cholinergic modulation in eyeblink conditioning Psychobiology 26 1 1998 1 20
54. C. Myers, and M. Gluck Context, conditioning and hippocampal re-representation Behavioral Neuroscience 108 5 1994 835 847
55. C. Myers, and M. Gluck Cortico-hippocampal representations in simultaneous odor discrimination learning: A computational interpretation of Eichenbaum, Mathews & Cohen (1989) Behavioral Neuroscience 110 4 1996 685 706
56. C. Myers, M. Gluck, and R. Granger Dissociation of hippocampal and entorhinal function in associative learning: A computational approach Psychobiology 23 2 1995 116 138
57. C. Myers, A. Kluger, J. Golomb, S. Ferris, M. de Leon, and G. Schnirman Hippocampal atrophy disrupts transfer generalization in non-demented elderly Journal of Geriatric Psychiatry and Neurology 15 2 2002 82 90
58. C. Myers, R. McGlinchey-Berroth, S. Warren, L. Monti, C.M. Brawn, and M.A. Gluck Latent learning in medial temporal amnesia: Evidence for disrupted representational but preserved attentional processes Neuropsychology 14 1 2000 3 15
59. C. Myers, D. Shohamy, M. Gluck, S. Grossman, A. Kluger, and S. Ferris Dissociating hippocampal vs. basal ganglia contributions to learning and transfer Journal of Cognitive Neuroscience 15 2 2003 185 193
60. C. Myers, D. Shohamy, M. Gluck, S. Grossman, S. Onlaor, and N. Kapur Dissociating medial temporal and basal ganglia memory systems with a latent learning task Neuropsychologia 41 2003 1919 1928
61. L. Nadel, and M. Moscovitch Memory consolidation, retrograde amnesia and the hippocampal complex Current Opinion in Neurobiology 7 1997 217 227
62. L. Nadel, A. Samsonovitch, L. Ryan, and M. Moscovitch Multiple trace theory of human memory: Computational, neuroimaging and neuropsychological results Hippocampus 10 2000 352 368
63. K.A. Norman, and R.C. O'Reilly Modeling hippocampal and neocortical contributions to recognition memory: A complementary learning systems approach Psychological Review 110 2003 611 646
64. J. O'Keefe, and L. Nadel The hippocampus as a cognitive map 1978 Clarendon University Press Oxford
65. R.C. O'Reilly, and J.L. McClelland Hippocampal conjunctive encoding, storage, and recall: Avoiding a trade-off Hippocampus 4 1994 661 682
66. R.C. O'Reilly, and K.A. Norman Hippocampal and ceocortical contributions to memory: Advances in the complementary learning systems framework Trends in Cognitive Sciences 6 2002 505 510
67. R.C. O'Reilly, and J.W. Rudy Conjunctive representations in learning and memory: Principles of hippocampal and cortical function Psychological Review 108 2001 311 345
68. L.L. Peoples, A.J. Uzwiak, G. Fred, and M.O. West Operant behavior during sessions of intravenous cocaine infusion is necessary and sufficient for phasic firing of single nucleus accumbens neurons Brain Research 757 1997 280 284
69. R.A. Poldrack, J. Clark, E.J. Pare-Blagoev, D. Shohamy, J. Creso-Moyano, and C.E. Myers Interactive memory systems in the brain Nature 414 2001 546 550
70. R. Rescorla, and A. Wagner A theory of Pavlovian conditioning: Variations in the effectiveness of reinforcement and non-reinforcement A. Black W. Prokasy Classical Conditioning II: Current Research and Theory 1972 Appleton-Century-Crofts New York 64 99
71. B. Rokers, C. Myers, and M. Gluck A dynamic model of learning in the septo-hippocampal system Neurocomputing 32-33 2000 501 507
72. D. Rumelhart, G. Hinton, and R. Williams Learning internal representations by error propogation D. Rumelhart R. McClelland Parallel distributed processing: Explorations in the microstructure of cognition 1986 MIT Press Cambridge, MA 318 362
73. L. Schmaltz, and J. Theios Acquisition and extinction of a classically conditioned response in hippocampectomized rabbits (Oryctolagus cuniculus) Journal of Comparative and Physiological Psychology 79 1972 328 333
74. W. Schultz, P. Apicella, and T. Ljungberg Responses of monkey dopamine neurons to rewards and conditioned stimuli during successive steps of learning a delayed response task Journal of Neuroscience 13 1993 900 913
75. W. Schultz, P. Dayan, and P.R. Montague A neural substrate of prediction and reward Science 275 1997 1593 1599
76. W.B. Scoville, and B. Milner Loss of recent memories after bilateral hippocampal lesions Journal of Neurology, Neurosurgery and Psychiatry 20 1957 11 21
77. D. Shohamy, M. Allen, and M. Gluck Dissociating entorhinal and hippocampal involvement in latent inhibition Behavioral Neuroscience 114 5 2000 867 874
78. Shohamy, D., Myers, C. E., Geghman, K. D., Sage, J. & Gluck, M. A. (2005, in press). L-Dopa impairs learning, but not generalization, in Parkinson's disease. Neuropsychologia.
79. V.S. Sohal, and M.E. Hasselmo A model for experience-dependent changes in the responses of enfero-temporal neurons Network: Computations in Neural Systems 11 2000 169 190
80. P. Solomon, and J. Moore Latent inhibition and stimulus generalization of the classically conditioned nictitating membrane response in rabbits (Oryctolagus cuniculus) following dorsal hippocampal ablation Journal of Comparative and Physiological Psychology 89 1975 1192 1203
81. L.R. Squire Memory and brain 1987 Oxford University Press New York
82. L.R. Squire, N.J. Cohen, and L. Nadel The medial temporal region and memory consolidation: A new hypothesis H. Weingarter E. Parker Memory consolidation 1984 Lawrence Erlbaum Hillsdale, NJ 185 210
83. Talamini, L. M., Meeter, M., Murre, J. M. J., Elvevag, B., & Goldberg, T. E. (2005). Redyced parahippocampal connectivity produces schizophrenia-like deficits in simulated neural circuits with reduced parahippocampal connectivity. Archives of General Psychiatry, 62, 485-493.
84. R. Thompson The neurobiology of learning and memory Science 233 1986 941 947
85. A. Treves, and E.T. Rolls A computational analysis of the role of the hippocampus in memory Hippocampus 4 1994 373 391
86. A. Wagner SOP: A model of automatic memory processing in animal behavior N. Spear R.R. Miller Information processing in animals: Memory mechanisms 1981 Erlbaum Hillsdale, NJ 5 47
87. B. Widrow, and M. Hoff Adaptive switching circuits Institute of Radio Engineers, Western Electronic Show and Convention Record 4 1960 96 104
88. J.Z. Xiang, and M.W. Brown Differential neuronal encoding of novelty, familiarity, and recency in regions of the anterior temporal lobe Neuropharmacology 37 1998 657 676
89. A.P. Yonelinas The nature of recollection and familiarity: A review of 30 years of research Journal of Memory and Language 46 2002 441 517
90. J. Zackheim, C. Myers, and M. Gluck A temporally sensitive recurrent network model of occasion setting N. Schmajuk P. Holland Occasion setting: Associative learning and cognition in animals 1998 American Psychological Association Washington, DC 319 342