The spatiotemporal learning rule and its efficiency in separating spatiotemporal patterns

Biological Cybernetics

Volumn 92, Issue 2, 2005, Pages 139-146

  Tsukada, Minoru ^a   Pan, Xiaochuan ^a  

^a TAMAGAWA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COMPUTER SIMULATION; DATA REDUCTION; HUMAN ENGINEERING; LEARNING SYSTEMS; SENSORY PERCEPTION;

HIPPOCAMPAL NEURONS; LONG-TERM POTENTIATION (LTP); SPATIOTEMPORAL LEARNING; SPATIOTEMPORAL PATTERNS;

NEUROPHYSIOLOGY;

ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPARATIVE STUDY; COMPUTER SIMULATION; CYTOLOGY; ELECTROSTIMULATION; HIPPOCAMPUS; HUMAN; LEARNING; NERVE CELL; NERVE CELL NETWORK; NERVE CELL PLASTICITY; PHYSIOLOGY; SYNAPTIC TRANSMISSION; TIME;

ANIMALS; COMPUTER SIMULATION; ELECTRIC STIMULATION; HIPPOCAMPUS; HUMANS; LEARNING; NERVE NET; NEURAL NETWORKS (COMPUTER); NEURONAL PLASTICITY; NEURONS; SYNAPTIC TRANSMISSION; TIME FACTORS;

EID: 84959150492     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00422-004-0523-1     Document Type: Article

References (18)

1. Aihara T, Tsukada M, Crair MC, Shinomoto S (1997) Stimulus-dependent induction of long-term potentiation in CA1 area of the hippocampus: experiment and model. Hippocampus 7:416-426
2. Aihara T, Tsukada M, Matsda H (2000) Two dynamic processes for the induction of long-term potentiation in hippocampal CA1 neurons. Biol Cybern 82:189-195
3. Andreason M, Lambert JD (1995) Regenerative properties of pyramidal cell dendrites in area CA1 of the rat hippocampus. J Physiol 483:421-441
4. Bliss TV, Lømo T (1973) Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path. J Physiol 232:331-356
5. Callaway JC, Ross WN (1995) Frequency-dependant propagation of sodium action potentials in dendrites of hippocampal CA1 pyramidal neurons. J Neurophysiol 74:1395-1403
6. Dragoi G, Harris KD, Buzsaki G (2003) Place representation within hippocampal networks is modified by long-term potentiation. Neuron 39:843-853
7. Golding NL et al (2001) Dichotomy of action-potential back-propagation in CA1 pyramidal neuron dendrites. J Neuro-pyshiol 86:2998-3010
8. Golding NL et al (2002) Dendritic spikes as a mechanism for cooperative long-term potentiation. Nature 418:326-331
9. Hebb DO (1949) The organization of behavior. Wiley, New York
10. Muller RU, Stead M, Pach J (1996) The hippocampus as a cognitive graph. J Gen Pysiol 107:663-694
11. O'Keefe J, Nadel L (1978) The hippocampus as a cognitive map. Oxford University Press, Oxford
12. Spruston N et al (1995) Activity-dependent action potential invasion and calcium influx into hippocampal CA1 dendrites. Science 268:297-300
13. Stuart G et al (1997) Action potential initiation and backpropagation in neurons of the mammalian CNS. Trends Neurosci 20:125-131
14. Tsukada M, Aihara T, Mizuro M, Kato H, Ito K (1990) Longterm potentiation on temporal pattern stimuli in hippocampal slices. In: Iwai E, Mishikin M, (eds) Vision, memory, and the temporal lobe. Elsevier, New York pp 251-254
15. Tsukada M, Aihara T, Mizuro M, Kato H, Ito K (1994) Temporal pattern sensitivity of long-term potentiation in hippocampal CA1 neurons. Biol Cybern 70:495-503
16. Tsukada M, Aihara T, Saito H, Kato H (1996) Hippocampal LTP depends on spatial and temporal correlation of inputs. Neural Netw 9:1357-1365
17. Tsukada M, Hagiwara H, Aihara K (1998) A high ability of proposed spatio-temporal learning rule to differentiate spatio-temporal sequences demonstrated in a simple model of short-long memory. International symposium on nonlinear theory and its applications, Crans-Montana, Switzerland, pp 1313-1315
18. Wilson MA, McNaughton BL (1993) Dynamics of the hippocampal ensemble code for space. Science 261:1055-1058