Entorhinal cortex grid cells can map to hippocampal place cells by competitive learning

Network: Computation in Neural Systems

Volumn 17, Issue 4, 2006, Pages 447-465

  Rolls, Edmund T ^a   Stringer, Simon M ^a   Elliot, Thomas ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

Competitive network; Dentate gyrus; Entorhinal cortex; Grid cell; Hippocampus; Place cell

Indexed keywords

ACTION POTENTIAL; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN MAPPING; CYTOLOGY; ENTORHINAL CORTEX; HIPPOCAMPUS; LEARNING; MATHEMATICAL COMPUTING; NERVE CELL; NERVE TRACT; PHYSIOLOGY;

ACTION POTENTIALS; ANIMALS; BRAIN MAPPING; ENTORHINAL CORTEX; HIPPOCAMPUS; LEARNING; NEURAL NETWORKS (COMPUTER); NEURAL PATHWAYS; NEURONS; NUMERICAL ANALYSIS, COMPUTER-ASSISTED;

EID: 33845456327     PISSN: 0954898X     EISSN: 13616536     Source Type: Journal    
DOI: 10.1080/09548980601064846     Document Type: Article

References (53)

1. Brown TH, Kairiss EW, Keenan CL. 1990. Hebbian synapses: Biophysical mechanisms and algorithms. Annual Review of Neuroscience 13:475-511.
2. Brun VH, Otnass MK, Molden S, Steffenach HA, Witter, MP, Moser, MB, Moser, El. 2002. Place cells and place recognition maintained by direct entorhinal-hippocampal circuitry. Science 296:2243-2246.
3. De Araujo IET, Rolls ET, Stringer SM. 2001. A view model which accounts for the response properties of hippocampal primate spatial view cells and rat place cells. Hippocampus 11:699-706.
4. Fuhs MC, Touretzky DS. 2006. A spin glass model of path integration in rat medial entorhinal cortex. Journal of Neuroscience 26:4266-4276.
5. Gilbert PE, Kesner RP, Lee I. 2001. Dissociating hippocampal subregions: Double dissociation between dentate gyrus and CA1. Hippocampus 11:626-636.
6. Grossberg S. 1987. Competitive learning: From interactive activation to adaptive resonance. Cognitive Science 11:23-63.
7. Hafting T, Fyhn M, Molden S, Moser MB, Moser EL 2005. Microstructure of a spatial map in the entorhinal cortex. Nature 436:801-806.
8. Hertz JA, Krogh A, Palmer RG. 1991. Introduction to the Theory of Neural Computation, Addison-Wesley, Wokingham, UK.
9. Jeffery KJ, Anderson MI, Hayman R, Chakraborty S. 2004. A proposed architecture for the neural representation of spatial context. Neuroscience and Biobehavioral Reviews 28:201-218.
10. Jeffery KJ, Hayman R. 2004. Plasticity of the hippocampal place cell representation. Reviews in the Neurosciences 15:309-331.
11. Jung MW, McNaughton BL. 1993. Spatial selectivity of unit activity in the hippocampal granular layer. Hippocampus 3:165-182.
12. Levy WB. 1985. Associative changes in the synapse: LTP in the hippocampus, in WB Levy, JA Anderson & S Lehmkuhle (eds.) Synaptic Modification, Neuron Selectivity, and Nervous System Organization, Erlbaum, Hillsdale, NJ, chapter 1, pp. 5-33.
13. Levy WB, Desmond NL. 1985. The rules of elemental synaptic plasticity, in WB Levy, JA Anderson & S Lehmkuhle (eds), Synaptic Modification, Neuron Selectivity, and Nervous System Organization, Erlbaum, Hillsdale, NJ, chapter 6, pp. 105-121.
14. Marr D. 1971. Simple memory: A theory for archicortex. Philosophical Transactions of The Royal Society of London, Series B 262:23-81.
15. 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. Experimental Brain Research 52:41-49.
16. McNaughton BL, Battaglia FP, Jensen O, Moser El, Moser M-B. 2006. Path integration and the neural basis of the hippocampal map. Nature Reviews Neuroscience 7:663-676.
17. McNaughton BL, Morris RGM. 1987. Hippocampal synaptic enhancement and information storage within a distributed memory system. Trends in Neuroscience 10:408-415.
18. McNaughton BL, Nadel L. 1990. Hebb-Marr networks and the neurobiological representation of action in space, in MA Gluck & DE Rumelhart (eds). Neuroscience and Connectionist Theory, Erlbaum, Hillsdale, NJ, pp. 1-64.
19. Muller RU, Kubie JL. 1987. The effects of changes in the environment on the spatial firing of hippocampal complex-spike cells. Journal of Neuroscience 7:1951-1968.
20. Muller RU, Kubie JL, Bostock EM, Taube JS, Quirk GJ. 1991. Spatial firing correlates of neurons in the hippocampal formation of freely moving rats, in J. Paillard (ed.). Brain and Space, Oxford University Press, Oxford, pp. 296-333.
21. Oja E. 1982. A simplified neuron model as a principal component analyzer. Journal of Mathematical Biology 15:267-273.
22. O'Keefe J. 1984. Spatial memory within and without the hippocampal system, in W. Seifert (ed.). Neurobiology of the Hippocampus, Academic Press, London, pp. 375-403.
23. O'Keefe J, Burgess N. 2005. Dual phase and rate coding in hippocampal place cells: theoretical significance and relatioship to entorhinal grid cells. Hippocampus 15:853-866.
24. O'Keefe J, Dostrovsky J. 1971. The hippocampus as a spatial map: preliminary evidence from unit activity in the freely moving rat. Brain Research 34:171-175.
25. Redish AD. 1999. Beyond the Cognitive Map: From Place Cells to Episodic Memory, MIT Press, Cambridge, Massachusetts.
26. Redish AD, Touretzky DS. 1998. The role of the hippocampus in solving the Morris water maze. Neural Computation 10:73-111.
27. Rolls ET. 1987. Information representation, processing and storage in the brain: analysis at the single neuron level, in J.-P. Changeux & M. Konishi (eds). The Neural and Molecular Bases of Learning, Wiley, Chichester, pp. 503-540.
28. Rolls ET. 1989a. Functions of neuronal networks in the hippocampus and neocortex in memory, in J. Byrne & W. Berry (eds). Neural Models of Plasticity: Experimental and Theoretical Approaches, Academic Press, San Diego, chapter 13, pp. 240-265.
29. Rolls ET. 1989b. Information processing and basal ganglia function, in C. Kennard & M. Swash (eds). Hierarchies in Neurology, Springer-Verlag, London, chapter 15, pp. 123-142.
30. Rolls ET. 1989c. Parallel distributed processing in the brain: implications of the functional architecture of neuronal networks in the hippocampus, in RGM Morris (ed.). Parallel Distributed Processing: Implications for Psychology and Neurobiology, Oxford University Press, Oxford, chapter 12, pp. 286-308.
31. Rolls ET. 1989d. The representation and storage of information in neuronal networks in the primate cerebral cortex and hippocampus, in R. Durbin, C. Miall & G. Mitchison (eds). The Computing Neuron, Addison-Wesley, Wokingham, England, chapter 8, pp. 125-159.
32. Rolls ET. 1990. Theoretical and neurophysiological analysis of the functions of the primate hippocampus in memory. Cold Spring Harbor Symposia in Quantitative Biology 55:995-1006.
33. Rolls ET. 1995. A model of the operation of the hippocampus and entorhinal cortex in memory. International Journal of Neural Systems 6, Supplement:51-70.
34. Rolls ET. 1996. A theory of hippocampal function in memory. Hippocampus 6:601-620.
35. Rolls ET. 1999. Spatial view cells and the representation of place in the primate hippocampus. Hippocampus 9:467-480.
36. Rolls ET. 2007. Memory, Attention and Decision-Making, Oxford University Press, Oxford.
37. Rolls ET, Deco G. 2002. Computational Neuroscience of Vision, Oxford University Press, Oxford.
38. Rolls ET, Kesner RP. 2006. A theory of hippocampal function, and tests of the theory. Progress in Neurobiology 79:1-48.
39. Rolls ET, Treves A. 1998. Neural Networks and Brain Function, Oxford University Press, Oxford.
40. Rolls ET, Xiang J-Z. 2005. Reward-spatial view representations and learning in the primate hippocampus. Journal of Neuroscience 25:6167-6174.
41. Rolls ET, Xiang J-Z. 2006. Spatial view cells in the primate hippocampus, and memory recall. Reviews in the Neurosciences 17:175-200.
42. Rolls ET, Xiang J-Z, Franco, L. 2005. Object, space and object-space representations in the primate hippocampus. Journal of Neurophysiology 94:833-844.
43. Rumelhart DE, Zipser D. 1986. Feature discovery by competitive learning, in DE Rumelhart & JL McClelland (eds). Parallel Distributed Processing, Vol. 1, Foundations, MIT Press, Cambridge, Mass, pp. 151-193.
44. Sargolini F, Fyhn M, Hafting T, McNaughton BL, Witter MP, Moser MB, Moser El. 2006. Conjunctive representation of position, direction, and velocity in entorhinal cortex. Science 312:758-762.
45. Shapiro ML, Eichenbaum H. 1999. Hippocampus as a memory map: synaptic plasticity and memory encoding by hippocampal neurons. Hippocampus 9:365-384.
46. Shapiro ML, Hetherington PA. 1993. A simple network model simulates hippocampal place fields: parametric analyses and physiological predictions. Behavioral Neuroscience 107:34-50.
47. Sharp PE. 1991. Computer simulation of hippocampal place cells. Psychobiology 19:103-115.
48. Stringer SM, Perry G, Rolls ET, Proske J.H. 2006. Learning invariant object recognition in the visual system with continuous transformations. Biological Cybernetics 94:128-142.
49. Stringer SM, Trappenberg TP, Rolls ET, De Araujo IET. 2002. Self-organizing continuous attractor networks and path integration: One-dimensional models of head direction cells. Network: Computation in Neural Systems 13:217-242.
50. Taube JS, Muller RU, Ranck Jr, JB. 1990. Head-direction cells recorded from the postsubiculum in freely moving rats. II. Effects of environmental manipulations. Journal of Neuroscience 10:436-447.
51. Treves A, Rolls ET. 1992. Computational constraints suggest the need for two distinct input systems to the hip-pocampal CA3 network. Hippocampus 2:189-199.
52. Treves A, Rolls ET. 1994. A computational analysis of the role of the hippocampus in memory. Hippocampus 4:374-391.
53. Wilson MA, McNaughton BL. 1993. Dynamics of the hippocampal ensemble code for space. Science 261:1055-1058.