Computational principles of learning in the neocortex and hippocampus

Hippocampus

Volumn 10, Issue 4, 2000, Pages 389-397

  O'Reilly, Randall C ^a   Rudy, Jerry W ^a  

^a UNIVERSITY OF COLORADO   (United States)

Author keywords

Computational models; Memory; Neocortex; Neural networks: learning

Indexed keywords

ANIMAL EXPERIMENT; ANIMAL MODEL; ARTICLE; COGNITIVE DEFECT; CONDITIONING; CONTROLLED STUDY; ENVIRONMENT; HABITUATION; HIPPOCAMPUS; INFORMATION RETRIEVAL; LEARNING; MEMORY; NEOCORTEX; NEUROBIOLOGY; NONHUMAN; PRIORITY JOURNAL; PSYCHOLOGICAL ASPECT; RAT; RECALL; RECOGNITION; RETROGRADE AMNESIA; STATISTICAL ANALYSIS;

HIPPOCAMPUS; HUMANS; LEARNING; MEMORY; MODELS, NEUROLOGICAL; MODELS, PSYCHOLOGICAL; NEOCORTEX; NERVE NET;

EID: 0033817444     PISSN: 10509631     EISSN: None     Source Type: Journal    
DOI: 10.1002/1098-1063(2000)10:4<389::AID-HIPO5>3.0.CO;2-P     Document Type: Article

References (75)

1. Episodic memory, amnesia, and the hippocampal-anterior thalamic axis
2. Amnesia and recognition memory: A reanalysis of psychometric data
3. A comparison of kainic acid plus colchicine and ibotenic acid induced hippocampal formation damage on four configural tasks in rats
4. Memory consolidation and the medial temporal lobe: A simple network model
5. Fate of first-list associations in transfer theory
6. Conservation of hippocampal memory function in rats and humans
7. Neuronal computations underlying the firing of place cells and their role in navigation
8. Memory deficits for implicit contextual information in amnesic subjects with hippocampal damage
9. Memory, amnesia, and the hippocampal system
10. NMDA receptors-their role in longterm potentiation
11. The recent excitement about neural networks
12. The hippocampus and memory for orderly stimulus relations
13. The hippocampal system and declarative memory in animals
14. Factors governing one-trial contextual conditioning
15. Semi-distributed representations and catastrophic forgetting in connectionist networks
16. Preserved configural learning and spatial learning impairment in rats with hippocampal damage
17. Computer learning by memory-impaired patients: Acquisition and retention of complex knowledge
18. Hippocampal mediation of stimulus representation: A computational theory
19. Context-dependent memory in two natural environments: On land and under water
20. Differential effects of ibotenic acid lesions of the hippocampus and blockade of n-methyl-d-aspartate receptor-dependent long-term potentiation on contextual processing in rats
21. Context-specific conditioning in the conditioned-emtional-response procedure
22. Free recall and recognition in a network model of the hippocampus: Simulating effects of scopolamine on human memory function
23. The organization of behavior
24. Memory dissociations following human hippocampal damage
25. Selective hippocampal lesions abolish the contextual specificity of latent inhibition and conditioning
26. Context specificity in pigeon autoshaping
27. Hippocampal lesions disrupt an associative mismatch process
28. The relation between conscious and unconscious (automatic) influences: A declaration of independence
29. Effects of exposure to a to-be-shocked environment upon the rat's freezing response: Evidence for facilitation, latent inhibition, and perceptual learning
30. Modality-specific retrograde amnesia of fear
31. Episodic memory in connectionist networks
32. Neurotoxic lesions of the dorsal hippocampus and pavlovian fear conditioning
33. Simple memory: A theory for archicortex
34. Amnesics have a disproportionately severe memory deficit for interactive context
35. Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionst models of learning and memory
36. Catastrophic interference in connectionist networks: The sequential learning problem
37. Systemic comparison of the effects of hippocampal and fornix-fimbria lesions on the acquisition of three configural discriminations
38. Hippocampal synaptic enhancement and information storage within a distributed memory system
39. Hebb-marr networks and the neurobiological representation of action in space
40. Catastrophic interference is eliminated in pretrained networks
41. Hierarchical organization of cognitive memory
42. Amnesia and the organization of the hippocampal system
43. Convergence-zone episodic memory: Analysis and simulations
44. Memory consolidation, retrograde amnesia and the hippocampal complex
45. Modeling neocortical contributions to recognition memory
46. The hippocampus as a cognitive map
47. Biologically plausible error-driven learning using local activation differences: The generalized recirculation algorithm
48. Six principles for biologically-based computational models of cortical cognition
49. Hippocampal conjunctive encoding, storage, and recall: Avoiding a tradeoff
50. Computational explorations in cognitive neuroscience: Understanding the mind by simulating the brain
51. Conjunctive representations in learning and memory: Principles of cortical and hippocampal function
52. A hippocampal model of recognition memory
53. Lesions of the dorsal hippocampal formation interfere with background but not foreground contextual fear conditioning
54. Principles underlying the representation and storage of information in neuronal networks in the primate hippocampus and cerebral cortex
55. Contextual fear conditioning, conjunctive representations, pattern completion, and the hippocampus
56. The memory coherence problem, configural associations, and the hippocampal system
57. Configural association theory and the hippocampal formation: An appraisal and reconfiguration
58. Learning representations by back-propagating errors
59. Object exploration and reactions to spatial and nonspatial changes in hooded rats following damage to parietal cortex or hippocampal formation
60. Stimulus configuration, classical conditioning, and hippocampal function
61. The evolution of multiple memory systems
62. Reducing interference in distributed memories through episodic gating
63. Memory and the hippocampus: A synthesis from findings with rats, monkeys, and humans
64. Episodic memory, semantic memory, and amnesia
65. Configural association theory: The role of the hippocampal formation in learning, memory, and amnesia
66. Retrograde amnesia after hippocampal damage: Recent vs. remote memories in several tasks
67. A theory of rodent navigation based on interacting representations of space
68. A computational analysis of the role of the hippocampus in memory
69. Differential effects of early hippocampal pathology on episodic and semantic memory
70. Learning in artificial neural networks: A statistical perspective
71. Chunking and consolidation: A theoretical synthesis of semantic networks, configuring in conditioning, S-R versus cognitive learning, normal forgetting, the amnesic syndrome, and the hippocampal arousal system
72. Anterograde and retrograde amnesia in rats with dorsal hippocampal or dorsomedial thalamic lesions
73. Context codes and the effect of noisy learning on a simplified hippocampal CA3 model
74. A backpropagation programmed network that simulates response properties of a subset of posterior parietal neurons
75. The primate hippocampal formation: Evidence for a time-limited role in memory storage