Pattern matching in a model of dendritic spines

Network: Computation in Neural Systems

Volumn 9, Issue 1, 1998, Pages 107-121

  Blackwell, K T ^a,c   Vogl, T P ^a   Alkon, D L ^b  

^a ALTARUM INSTITUTE   (United States)

^b NATIONAL INSTITUTE OF NEUROLOGICAL DISORDERS AND STROKE   (United States)

^c GEORGE MASON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; ARTICLE; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; COMPUTER SIMULATION; DENDRITE; HUMAN; INTRACELLULAR MEMBRANE; NERVE CONDUCTION; PHYSIOLOGY; SYNAPSE;

ANIMALS; COMPUTER SIMULATION; DENDRITES; HUMANS; INTRACELLULAR MEMBRANES; MODELS, NEUROLOGICAL; NEURAL CONDUCTION; PATTERN RECOGNITION, AUTOMATED; PHYSIOLOGY; SYNAPSES;

EID: 26444545554     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X_9_1_006     Document Type: Article

References (38)

1. Alkon D L 1984 Calcium-mediated reduction of ionic currents: a biophysical memory trace Science 226 1037-45
2. Alkon D L, Blackwell K T, Barbour G S, Werness S A and Vogl T P 1994 Biological plausibility of synaptic associative memory models Neural Networks 7 1005-17
3. Alkon D L and Grossman Y 1978 Long-lasting depolarization and hyperpolarization in eye of Hermissenda J. Neurophysiol. 41 1328-42
4. + currents mediates retention of a learned association. Behavioral and Neural Biology 44 278-300
5. Bell A J 1992 Self-organisation in real neurons: Anti-Hebb in 'Channel Space'? Advances in Neural Information Processing Systems 4 (San Mateo, CA: Morgan Kaufmann) pp 59-66
6. Bernander O, Koch C and Douglas R J 1994 Amplification and linearization of distal synaptic input to cortical pyramidal cells. J. Neurophysiol. 72 2743-53
7. Blackwell K T, Vogl T P and Alkon D L 1997 Effect of potassium conductance characteristics on pattern matching in a model of dendritic spines. Proc. CNS'96 in press
8. Blackwell K T, Vogl T P, Hyman D S, Barbour G S and Alkon D L 1992 A new approach to hand-written character recognition Pattern Recognition 25 655-66
9. Bliss T V P and Collingridge G L 1993 A synaptic model of memory: long-term potentiation in the hippocampus. Nature 361 31-9
10. Carpenter G A, Grossberg S and Rosen DB 1991 ART 2-A: an adaptive resonance algorithm for rapid category learning and recognition. Neural Networks 4 493-504
11. Collin C H, Ikeno J F, Harrigan I and Lederhendler I I 1988 Sequential modification of membrane currents with classical conditioning Biophys. J. 54 955-60
12. Coss R G and Perkel D H 1985 The function of dendritic spines: a review of theoretical issues. Behavioral and Neural Biology 44 151-85
13. Denk W, Sugimori M and Llinas R 1995 Two types of calcium response limited to single spines in cerebellar Purkinje cells. Proc. Natl Acad. Sci. USA 92 8279-82
14. Disterhoft J F, Coulter D A and Alkon D L 1986 Conditioning-specific membrane changes of rabbit hippocampal neurons measured in vitro, Proc. Natl Acad. Sci. USA 83 2733-7
15. 2+ signalling in fine dendrites and spines of cerebellar Purkinje neurons Neuron 373 155-8
16. Guthrie P B, Segal M and Kater S B 1991 Independent regulation of calcium revealed by imaging dendritic spines Nature 354 76-9
17. 2+ signaling in dendrites of pyramidal neurons. Biophys. J. 70 1069-81
18. Hopfield J J 1995 Pattern recognition computation using action potential timing for stimulus representation Nature 376 33-6
19. Irvine J M, Blackwell K T, Alkon D L and Vogl T P 1994 Specificity and angular separation in neural networks. J. Artificial Neural Networks 1 169-82
20. Jaslove S W 1992 The integrative properties of spiny distal dendrites. Neurosci. 47 493-519
21. Liu G and Tsien R W 1995 Properties of synaptic transmission at single hippocampal synaptic boutons Nature 375 404-8
22. Koch C and Zador A 1993 The function of dendritic spines: devices subserving biochemical rather than electrical computation J. Neurosci. 13 413-22
23. Kohler M, Hirschberg B, Bond C T, Kinzie J M, Marrion N V, Mayie J and Adelman J P 1996 Small-conductance, calcium-activated potassium channels from mammalian brain. Science 273 1709-14
24. Mel B 1992 NMDA-based pattern discrimination in a modeled cortical neuron Neural Comput. 4 502-17
25. ++ channels are located on somata, dendrites, and a subpopulation of dendritic spines on live hippocampal pyramidal neurons J. Neurosci. 14 6815-24
26. 2+ responses Nature 354 76-9
27. Muri R and Knopfel T 1994 Activity induced elevations of intracellular calcium concentration in neurons of the deep cerebellar nuclei. J. Physiol. 71 420-8
28. Olds J L, Anderson M L, McPhie D L, Staten L D and Alkon D L 1989 Imaging memory-specific changes in the distribution of protein kinase C within the hippocampus. Science 245 866-9
29. Personnaz L, Guyon I and Dreyfus G 1987 High-order neural networks: information storage without errors. Europhys. Lett. 4 863-7
30. 2+ transients in dendritic spines of hippocampal pyramidal neurons in brain slice. Neuron 14 1223-31
31. Regehr W G and Tank D W 1992 Calcium concentration dynamics produced by synaptic activation of CA1 hippocampal pyramidal cells. J. Neurosci. 12 4202-23
32. Rumelhart D E and McClelland (eds) 1986 Parallel Distributed Processing: Explorations in the Microstructure of Cognition (Cambridge, MA: MIT)
33. + currents in neurones: types, physiological roles and modulation Trends in Neurosci. 19 150-1
34. Sanchez-Andres J V and Alkon D L 1991 Voltage-clamp analysis of the effects of classical conditioning on the hippocampus. J. Neurophysiol. 65 796-807
35. Siegel M, Marder E and Abbott L F 1994 Activity-dependent current distributions in model neurons Proc. Natl. Acad. Sci. (USA) 91 11308-12
36. Wang H, Kunkel D D, Schwartzkroin P A and Tempel B L 1994 Localization of Kv1.1 and Kv1.2, two K channel proteins, to synaptic terminals, somata and dendrites in the mouse brain J. Neurosci. 14 4588-99
37. Wang M and Zhang C N 1996 Single neuron local rational arithmetic revealed in phase space of input conductances. Biophys. J. 71 2380-93
38. Zador A M, Claiborne B J and Brown T H 1992 Nonlinear pattern separation in single hippocampal neurons with active dendritic membrane Advances in Neural Information Processing Systems 4 (San Mateo, CA: Morgan Kaufmann) pp 51-8