Functions for adult neurogenesis in memory: An introduction to the neurocomputational approach and to its contribution

Behavioural Brain Research

Volumn 227, Issue 2, 2012, Pages 418-425

  Nogues X ^a,c   Corsini, M M ^b,c   Marighetto, A ^a,c   Abrous, D N ^a,c  

^a INSTITUT FRANÇOIS MAGENDIE   (France)

^b Department of Cognitive Science ^*  (France)

^c UNIVERSITÉ DE BORDEAUX   (France)

Author keywords

Adult neurogenesis; Dentate gyrus; Hippocampus; Memory; Neurocomputation

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CELL POPULATION; COGNITION; FACILITATION; HIPPOCAMPUS; HUMAN; LEARNING; MEMORY; NERVE CELL PLASTICITY; NERVOUS SYSTEM DEVELOPMENT; PRIORITY JOURNAL; RECALL; REVIEW; SIMULATION;

ANIMALS; HIPPOCAMPUS; HUMANS; MEMORY; MODELS, NEUROLOGICAL; NEUROGENESIS; NEURONAL PLASTICITY; NEURONS;

EID: 84855951288     PISSN: 01664328     EISSN: 18727549     Source Type: Journal    
DOI: 10.1016/j.bbr.2011.08.009     Document Type: Review

References (63)

1. Rakic P. Limits of neurogenesis in primates. Science 1985, 227(4690):1054-1056.
2. Eckenhoff M.F., Rakic P. Nature and fate of proliferative cells in the hippocampal dentate gyrus during the life span of the rhesus monkey. J Neurosci 1988, 8(8):2729-2747.
3. Gross C.G. 2000 Neurogenesis in the adult brain: death of a dogma. Nat Rev Neurosci 2001, 1(1):67-73.
4. O'Keefe J., Nadel L. The hippocampus as a cognitive map 1978, Oxford University Press.
5. Olton D.S. Hippocampus, space and memory. Behav Brain Sci 1979, 2:313-365.
6. McIntosh A.R. Towards a network theory of cognition. Neural Netw 2000, 13(8-9):861-870.
7. McNaughton B.L., Morris R.G.M. Hippocampal synaptic enhancement and information storage within a distributed memory system. Trends Neurosci 1987, 10:408-415.
8. Kohonen T. Self-organization and associative memory 1989, Springer-Verlag, Berlin, Germany. 3rd ed.
9. Rolls E.T., Kesner R.P. A computational theory of hippocampal function, and empirical tests of the theory. Prog Neurobiol 2006, 79:1-48.
10. Freeman W.J., Skarda C.A. Spatial EEG patterns, non-linear dynamics and perception: the neo-Sherringtonian view. Brain Res 1985, 357(3):147-175.
11. Desimone R., Albright T.D., Gross C.G., Bruce C. Stimulus-selective properties of inferior temporal neurons in the macaque. J Neurosci 1984, 4(8):2051-2062.
12. Quintana J., Fuster J.M. From perception to action: temporal integrative functions of prefrontal and parietal neurons. Cereb Cortex 1999, 9(3):213-221.
13. Yasuda M., Banno T., Komatsu H. Color selectivity of neurons in the posterior inferior temporal cortex of the macaque monkey. Cereb Cortex 2010, 20(7):1630-1646.
14. Chukoskie L., Movshon J.A. Modulation of visual signals in macaque MT and MST neurons during pursuit eye movement. J Neurophysiol 2009, 102(6):3225-3233.
15. Moser E.I., Kropff E., Moser M.B. Place cells, grid cells, and the brain's spatial representation system. Annu Rev Neurosci 2008, 31:69-89.
16. Hopfield J.J. Neural networks and physical systems with emergent collective computational abilities. Proc Natl Acad Sci USA 1982, 79(8):2554-2558.
17. Leutgeb J., Leutgeb S., Moser M.B., Moser E.I. Pattern separation in the dentate gyrus and CA3 of the hippocampus. Science 2007, 315:961-966.
18. Arcizet F., Jouffrais C., Girard P. Coding of shape from shading in area V4 of the macaque monkey. BMC Neurosci 2009, 10:140.
19. Boynton G.M., Hegdé J. Visual cortex: the continuing puzzle of area V2. Curr Biol 2004, 14(13):R523-R524.
20. Willmore B.D., Prenger R.J., Gallant J.L. Neural representation of natural images in visual area V2. J Neurosci 2010, 30(6):2102-2114.
21. Fukushima K. Neocognitron: a self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position. Biol Cybernetics 1980, 36(4):93-202.
22. Behnke S. Hierarchical neural networks for image interpretation 2007, Springer-Verlag, New York.
23. Barlow H.B. Single units and sensation: a neuron doctrine for perceptual psychology?. Perception 1972, 1:371-394.
24. Perrett D.I., Mistlin A.J., Chitty A.J. Visual neurons responsive to faces. Trends Neurosci 1987, 10(9):358-364.
25. Shors T.J. From stem cells to grandmother cells: how adult neurogenesis relates to learning and memory. Cell Stem Cell 2008, 3:253-258.
26. Hebb D.O. The organization of behavior: a neuropsychological theory 1949, John Wiley and Sons Inc., New York.
27. De Gennes P.G. Organization of a primitive memory: olfaction. Proc Natl Acad Sci USA 2004, 101(44):15778-15781.
28. Zhang K., Ginzburg I., McNaughton B.L., Sejnowski T.J. Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells. J Neurophysiol 1998, 79:1017-1044.
29. de Almeida L., Idiart M., Lisman J.E. Memory retrieval time and memory capacity of the CA3 network: role of gamma frequency oscillations. Learn Mem 2007, 14(11):795-806.
30. Freeman W.J. The place of 'codes' in nonlinear neurodynamics. Prog Brain Res 2007, 165:447-462.
31. Freeman W.J., Burke B.C., Holmes M.D. Aperiodic phase re-setting in scalp EEG of beta-gamma oscillations by state transitions at alpha-theta rates. Hum Brain Mapp 2003, 19(4):248-272.
32. Aimone J.B., Gage F.H. Modeling new neuron function: a history of using computational neuroscience to study adult neurogenesis. Eur J Neurosci 2011, 33:1160-1169.
33. Fingelkurts A.A., Fingelkurts A.A., Neves C.F.H. Natural world physical, brain operational, and mind phenomenal space-time. Phys Life Rev 2010, 7(2):195-249.
34. Rosenblatt F. Principles of neurodynamics: perceptrons and the theory of brain mechanisms 1961, Spartan Books, Washington, DC.
35. McNaughton B.L., Nadel L. Hebb-Marr networks and the neurobiological representation of action in space. Neuroscience and connectionist theory 1990, 1-64. Psychology Press, New York. M.A. Gluck, D.E. Rumelhart (Eds.).
36. Schneider W., Detweiller M. A connectionist/control architecture for working memory. The psychology of learning and motivation: advances in research and theory 1987, vol. 21:54-119. Academic Press, New York.
37. McNaughton B.L., Leonard B., Chen L. Cortical-hippocampal interactions and cognitive mapping: a hypothesis based on reintegration of parietal and inferotemporal pathways for visual processing. Disc Neurosci FESN 1990, 4(3-4):89-124.
38. Chambers R.A., Potenza M.N., Hoffman R.E., Miranker W. Simulated apoptosis/neurogenesis regulates learning and memory capabilities of adaptive neural networks. Neuropsychopharmacology 2004, 29(4):747-758.
39. Chambers R.A., Conroy S.K. Network modeling of adult neurogenesis: shifting rates of neuronal turnover optimally gears network learning according to novelty gradient. J Cog Neurosci 2007, 19(1):1-12.
40. Weisz V.I., Argibay P.F. A putative role for adult neurogenesis in neurocomputational terms: inferences from a hippocampal model. Cognition 2009, 112:229-240.
41. Koehl M., Abrous D.N. A new chapter in the field of memory: adult hippocampal neurogenesis. Eur J Neurosci 2011, 33(6):1101-1114.
42. Becker S. A computational principle for hippocampal learning and neurogenesis. Hippocampus 2005, 15(6):722-738.
43. Becker S., Macqueen G., Wojtowicz J.M. Computational modeling and empirical studies of hippocampal neurogenesis-dependent memory: effects of interference, stress and depression. Brain Res 2009, 1299:45-54.
44. Wiskott L., Rasch M.J., Kempermann G. A functional hypothesis for adult hippocampal adult neurogenesis: avoidance of catastrophic interference in the dentate gyrus. Hippocampus 2006, 16(3):329-343.
45. Kesner R.P. A behavioral analysis of dentate gyrus function. Prog Brain Res 2007, 163:567-576.
46. Gilbert P.E., Kesner R.P., Lee I. Dissociating hippocampal subregions: double dissociation between dentate gyrus and CA1. Hippocampus 2001, 11(6):626-636.
47. Xavier G.F., Costa V.C. Dentate gyrus and spatial behaviour. Prog Neuropsychopharmacol Biol Psychiatry 2009, 33:762-773.
48. Aimone J.B., Wiles J., Gage F.H. Computational influence of adult neurogenesis on memory encoding. Neuron 2009, 61(2):187-202.
49. Aimone J.B., Deng W., Gage F.H. Adult neurogenesis: integrating theories and separating functions. Trends Cogn Sci 2010, 14(7):325-337.
50. Aimone J.B., Wiles J., Gage F.H. Potential role for adult neurogenesis in the encoding of time in new memories. Nat Neurosci 2006, 9(6):723-727.
51. Clelland C.D., Choi M., Romberg C., Clemenson G.D., Fragniere A., Tyers P., et al. A functional role for adult hippocampal neurogenesis in spatial pattern separation. Science 2009, 325(5937):210-213.
52. Tronel S., Belnoue L., Grosjean N., Revest J.M., Piazza P.V., Koehl M., et al. Adult-born neurons are necessary for extended contextual discrimination. Hippocampus 2010, 10.1002/hipo.20895.
53. Abrous D.N., Koehl M., Le Moal M. Adult neurogenesis: from precursors to network and physiology. Physiol Rev 2005, 85(2):523-569.
54. Fritzke B. Growing cell structures - a self-organized network for unsupervised and supervised learning. Neural Netw 1994, 7:1441-1460.
55. Knudsen E.I. Supervised learning in the brain. J Neurosci 1994, 14(7):3985-3997.
56. Schultz W., Dayan P., Montague P.R. A neural substrate of prediction and reward. Science 1997, 275:1593-1599.
57. Pennartz C.M.A. The ascending neuromodulatory systems in learning by reinforcement: comparing computational conjectures with experimental findings. Brain Res Rev 1996, 21:219-245.
58. Bliss T.V., Lomo T. Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path. J Physiol 1973, 232(2):331-356.
59. Staubli U., Lynch G. Stable depression of potentiated synaptic responses in the hippocampus with 1-5Hz stimulation. Brain Res 1990, 513(1):113-118.
60. Noguès X., Micheau J., Jaffard R. Correlations between hippocampal protein kinase C activity and learning abilities in a spatial reference memory task. Psychobiology 1996, 24(1):1-8.
61. Noguès X., Pascale A., Micheau J., Battaini F. Protein kinase C. From messengers to molecules: memories are made of these 2004, 383-410. Kluwer academic/Plenum Publishers/Landes Bioscience, Georgetowns, Texas. G. Riedel, B. Platt (Eds.).
62. Abraham W.C., Bear M.F. Metaplasticity: the plasticity of synaptic plasticity. Trends Neurosci 1996, 19(4):126-130.
63. DeMott D.W. Cortical micro-toposcopy. Med Res Eng 1966, 5(4):23-29.