Time representing cortical activities: Two models inspired by prefrontal persistent activity

Biological Cybernetics

Volumn 88, Issue 5, 2003, Pages 387-394

  Kitano, K ^a   Okamoto, H ^b,c   Fukai, T ^a,b  

^a TAMAGAWA UNIVERSITY   (Japan)

^b FUJI XEROX CO LTD   (Japan)

^c JAPAN SCIENCE AND TECHNOLOGY AGENCY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COGNITIVE SYSTEMS; COMPUTER SIMULATION; NEURAL NETWORKS; PSYCHOPHYSIOLOGY; SENSORY PERCEPTION;

MULTIPLE SYNFIRE CHAINS; NEURONS; TIMING INFORMATION;

NEUROLOGY;

ACTION POTENTIAL; ANIMAL; ARTICLE; BIOLOGICAL MODEL; COMPARATIVE STUDY; HUMAN; MEMORY; NERVE CELL PLASTICITY; PHYSIOLOGY; PREFRONTAL CORTEX; TIME PERCEPTION;

ACTION POTENTIALS; ANIMALS; HUMANS; MEMORY; MODELS, NEUROLOGICAL; NEURONAL PLASTICITY; PREFRONTAL CORTEX; TIME PERCEPTION;

EID: 0142039672     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00422-002-0390-6     Document Type: Article

References (26)

1. Abeles M (1991) Corticonics: neural circuit of the cerebral cortex. Cambridge University Press, Cambridge
2. Abeles M, Bergman H, Margalit E, Vaadia E (1993) Spatiotemporal firing patterns in the frontal cortex of behaving monkeys. J Neurophysiol 70: 1629-1638
3. Bi G, Poo M-m (2001) Synaptic modification by correlated activity: Hebb's postulate revisited. Annu Rev Neurosci 24: 139-116
4. Camperi M, Wang XJ (1998) A model of visuospatial working memory in prefrontal cortex: recurrent network and cellular bistability. J Comput Neurosci 5: 383-405
5. Câteau H, Fukai T (2001) Fokker-Planck approach to the pulse packet propagation in synfire chain. Neural Netw 14: 675-785
6. Diesmann M, Gewaltig M-O, Aertsen A (1999) Stable propagation of synchronous spiking in cortical neural networks. Nature 402: 529-533
7. Durstewitz D, Seamans JK, Sejnowski TJ (2000) Neurocomputational models of working memory. Nat Neurosci 3 (Suppl): 1184-1191
8. Funahashi S, Bruce CJ, Goldman-Rakic PM (1989) Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex. J Neurophysiol 61: 331-349
9. Fuster JM (2001) The prefrontal cortex - an update: time is of the essence. Neuron 30: 319-333
10. Gewaltig M-O, Diesmann M, Aertsen A (2001) Propagation of cortical synfire activity: survival probability in single trials and stability in the mean. Neural Netw 14: 657-673
11. Gibbon J, Malapani C, Dale CL, Gallistel CR (1997) Toward a neurobiology of temporal cognition: advances and challenges. Curr Opin Neurobiol 7: 170-184
12. Grün S, Diesmann M, Aertsen A (2002a) Unitary events in multiple single-neuron spiking activity. I. Detection and significance. Neural Comput 14: 43-80
13. Grün S. Diesmann M, Aertsen A (2002b) Unitary events in multiple single-neuron spiking activity. II. Nonstationary data. Neural Comput 14: 81-119
14. Haj-Dahmane S, Andrade R (1998) Ionic mechanism of the slow afterdepolarization induced by muscarinic receptor activation in rat prefrontal cortex. J Neurophysiol 80: 1197-1210
15. Ivry RB (1996) The representation of temporal information in perception and motor control. Curr Opin Neurobiol 6: 851-857
16. Kitano K, Câteau H, Fukai T (2002) Self-organization of memory Activity through spike-timing-dependent plasticity. NeuroReport 13: 795-798
17. Kang, Y, Okada T, Ohmori H (1998) A phenytoin-sensitive cationic Current participates in generating afterdepolarization and burst afterdischarge in rat neocortical pyramidal cells. Eur J Neurosci 10: 1363-1375
18. Lisman JE, Fellous JM, Wang X-J (1998) A role for NMDA-receptor channels in working memory. Nat Neurosci 1: 273-275
19. Matell MS, Meck WH (2000) Neuropsyhological mechanisms of interval timing behavior. BioEssays 22: 94-103
20. Niki H, Watanabe M (1979) Prefrontal and cingulate unit activity during timing behavior in the monkey. Brain Res 171: 213-224
21. Okamoto H, Fukai T (2000) A model for neural representation of temporal duration. BioSystems 55: 59-64
22. Okamoto H, Fukai T (2001) Neural mechanism for a cognitive timer. Phys Rev Lett 86: 3919-3922
23. Prut Y, Vaadia E, Bergman H, Haalman I, Slovin H, Abeles M (1998) Spatiotemporal structure of cortical activity: properties and behavioral relevance. J Neurophysiol 79: 2857-2874
24. Riehle A, Grun S, Diesmann M, Aertsen A (1997) Spike synchronization And rate modulation differentially involved in motor cortical function. Science 278: 1950-1953
25. Schultz W (2000) Multiple reward signals in the brain. Nat Rev Neurosci 1: 199-207
26. Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3: 919-926