Self-organizing continuous attractor networks and path integration: One-dimensional models of head direction cells

Network: Computation in Neural Systems

Volumn 13, Issue 2, 2002, Pages 217-242

  Stringer, S M ^a   Trappenberg, T P ^a   Rolls, E T ^a   De Araujo, I E T ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

N METHYL DEXTRO ASPARTIC ACID RECEPTOR;

ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; ASSOCIATION; BIOLOGICAL MODEL; DEPTH PERCEPTION; HEAD; MOVEMENT PERCEPTION; NERVE CELL; ORIENTATION; PHYSIOLOGY; ROTATION; SYNAPSE;

ANIMALS; CUES; HEAD; MODELS, NEUROLOGICAL; MOTION PERCEPTION; NEURAL NETWORKS (COMPUTER); NEURONS; ORIENTATION; PHYSIOLOGY; RECEPTORS, N-METHYL-D-ASPARTATE; ROTATION; SPACE PERCEPTION; SYNAPSES;

EID: 0009521938     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X/13/2/304     Document Type: Article

References (46)

1. Abbott L F and Nelson S B 2000 Synaptic plasticity: taming the beast Nature Neurosci. 3 1178-83
2. Amari S 1977 Dynamics of pattern formation in lateral-inhibition type neural fields Biol. Cybern. 27 77-87
3. Amit D J 1989 Modeling Brain Function. The World of Attractor Neural Networks (Cambridge: Cambridge University Press)
4. Arbib M A 1997 From visual affordances in monkey parietal cortex to hippocampo-parietal interactions underlying rat navigation Phil. Trans. R. Soc. B 352 1429-36
5. Battaglia F P and Treves A 1998 Attractor neural networks storing multiple space representations: a model for hippocampal place fields Phys. Rev. E 58 7738-53
6. Dominey P F and Arbib M A 1992 A cortico-subcortical model for generation of spatially accurate sequential saccades Cereb. Cortex 2 153-75
7. Droulez J and Berthoz A 1991 A neural network model of sensoritopic maps with predictive short-term memory properties Proc: Natl Acad. Sci. USA 88 9653-7
8. Georges-François P, Rolls E T and Robertson R G 1999 Spatial view cells in the primate hippocampus: allocentric view not head direction or eye position or place Cereb. Cortex 9 197-212
9. Guazzelli A, Bota M and Arbib M A 2001 Competitive Hebbian learning and the hippocampal place cell system: modeling the interaction of visual and path integration cues Hippocampus 11 216-39
10. Hopfield J J 1982 Neural networks and physical systems with emergent collective computational abilities Proc. Natl Acad. Sci. USA 79 2554-8
11. Jonas E A and Kaczmarek L K 1999 The inside story: subcellular mechanisms of neuromodulation Beyond Neurotransmission ed P S Katz (New York: Oxford University Press) ch 3, pp 83-120
12. Kesner R and Rolls E T 2001 Role of long term synaptic modification in short term memory Hippocampus 11 240-50
13. Koch C 1999 Biophysics of Computation (Oxford: Oxford University Press)
14. Lisman J E, Fellous J M and Wang X J 1998 A role for NMDA-receptor channels in working memory Nature Neurosci. 1 273-5
15. Markus E J, Barnes C A, McNaughton B L, Gladden V L and Skaggs W 1994 Spatial information content and reliability of hippocampal CA1 neurons: effects of visual input Hippocampus 4 410-21
16. Markus E J, Qin Y L, Leonard B, Skaggs W, McNaughton B L and Barnes C A 1995 Interactions between location and task affect the spatial and directional firing of hippocampal neurons J. Neurosci. 15 7079-94
17. McNaughton B L, Barnes C A and 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 41-9
18. McNaughton B L, Leonard B and Chen L 1989 Cortical-hippocampal interactions and cognitive mapping: a hypothesis based on reintegration of the parietal and inferotemporal pathways for visual processing Psychobiology 17 230-5
19. Muller R U, Kubie J L, Bostock E M, Taube J S and Quirk G J 1991 Spatial firing correlates of neurons in the hippocampal formation of freely moving rats Brain and Space ed J Paillard (Oxford: Oxford University Press) pp 296-333
20. Muller R U, Ranck J B and Taube J S 1996 Head direction cells: properties and functional significance Curr. Opin. Neurobiol. 6 196-206
21. Oja E 1982 A simplified neuron model as a principal component analyser J. Math. Biol. 15 267-73
22. O'Keefe J 1976 Place units in the hippocampus of the freely moving rat Exp. Neurol. 51 78-109
23. O'Keefe J 1984 Spatial memory within and without the hippocampal system Neurobiology of the Hippocampus ed W Seifert (London: Academic) pp 375-403
24. O'Keefe J and Dostrovsky J 1971 The hippocampus as a spatial map: preliminary evidence from unit activity in the freely moving rat Brain Res. 34 171-5
25. O'Mara S M, Rolls E T, Berthoz A and Kesner R P 1994 Neurons responding to whole-body motion in the primate hippocampus J. Neurosci. 14 6511-23
26. Pouget A and Sejnowski T J 1995 Spatial representations in the parietal cortex may use basis functions Advances in Neural Information Processing Systems vol 7, ed G Tesauro, D S Touretzky and T K Leen (Cambridge, MA: MIT Press) pp 157-64
27. Quirk G L, Muller R U and Kubie J L 1990 The firing of hippocampal place cells in the dark depends on the rat's recent experience J. Neurosci. 10 2008-17
28. Ranck J B Jr 1985 Head direction cells in the deep cell layer of dorsolateral presubiculum in freely moving rats Electrical Activity of the Archicortex ed G Buzsáki and C H Vanderwolf (Budapest: Akadémiai Kiadó)
29. Redish A D, Elga A N and Touretzky D S 1996 A coupled attractor model of the rodent head direction system Network: Comput. Neural Syst. 7 671-85
30. Redish A D and Touretzky D S 1998 The role of the hippocampus in solving the Morris water maze Neural Comput. 10 73-111
31. Robertson R G, Rolls E T and Georges-François P 1998 Spatial view cells in the primate hippocampus: effects of removal of view details J. Neurophysiol. 79 1145-56
32. Robertson R G, Rolls E T, Georges-François P and Panzeri S 1999 Head direction cells in the primate presubiculum Hippocampus 9 206-19
33. Rolls E T and Deco G 2002 Computational Neuroscience of Vision (Oxford: Oxford University Press)
34. Rolls E T and Milward T 2000 A model of invariant object recognition in the visual system: learning rules, activation functions, lateral inhibition and information-based performance measures Neural Comput. 12 2547-72
35. Rolls E T, Robertson R G and Georges-François P 1997 Spatial view cells in the primate hippocampus Eur. J. Neurosci. 9 1789-94
36. Rolls E T and Stringer S M 2001 Invariant object recognition in the visual system with error correction and temporal difference learning Network 12 111-29
37. Rolls E T and Treves A 1998 Neural Networks and Brain Function (Oxford: Oxford University Press)
38. Samsonovich A and McNaughton B 1997 Path integration and cognitive mapping in a continuous attractor neural network model J. Neurosci. 17 5900-20
39. Skaggs W E, Knierim J J, Kudrimoti H S and McNaughton B L 1995 A model of the neural basis of the rat's sense of direction Advances in Neural Information Processing Systems vol 7, ed G Tesauro, D S Touretzky and T K Leen (Cambridge, MA: MIT Press) pp 173-80
40. Stringer S M, Rolls E T, Trappenberg T P and de Araujo I E T 2002 Self-organizing continuous attractor networks and path integration: two-dimensional models of place cells Network: Comput. Neural Syst. at press
41. Taube J S, Goodridge J P, Golob E G, Dudchenko P A and Stackman R W 1996 Processing the head direction signal: a review and commentary Brain Res. Bull. 40 477-86
42. Taube J S, Muller R U and Ranck J B Jr 1990 Head-direction cells recorded from the postsubiculum in freely moving rats. I. Description and quantitative analysis J. Neurosci. 10 420-35
43. Taylor J G 1999 Neural 'bubble' dynamics in two dimensions: foundations Biol. Cybern. 80 393-409
44. Treves A and Rolls E T 1991 What determines the capacity of autoassociative memories in the brain? Network 2 371-97
45. Wang X J 1999 Synaptic basis of cortical persistent activity: the importance of NMDA receptors to working memory J. Neurosci. 19 9587-603
46. Zhang K 1996 Representation of spatial orientation by the intrinsic dynamics of the head-direction cell ensemble: a theory J. Neurosci. 16 2112-26