Control of computational dynamics of coupled integrate-and-fire neurons

Biological Cybernetics

Volumn 76, Issue 5, 1997, Pages 383-395

  Cartling, Bo ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; ARTICLE; BIOLOGICAL MODEL; BRAIN CORTEX; CYTOLOGY; HUMAN; NERVE CELL; NERVE TRACT; PHYSIOLOGY;

ANIMALS; CEREBRAL CORTEX; HUMANS; MODELS, NEUROLOGICAL; NEURAL PATHWAYS; NEURONS;

EID: 0031138074     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s004220050352     Document Type: Article

References (56)

1. Andersen P (1986) Factors influencing the efficiency of dendritic synapses on hippocampal pyramidal cells. Neurosci Res 3:521-530
2. Baskys A (1992) Metabotropic receptors and 'slow' excitatory actions of glutamate agonists in the hippocampus. Trends Neurosci 15:92-96
3. + current by a protein kinase-mediated mechanism. Neurosci Lett 112:76-81
4. Bland BH (1986) The physiology and pharmacology of hippocampal formation theta rhythms. Prog Neurobiol 26:1-54
5. + channels of small conductance in cultured rat skeletal muscle. Nature 323:718-720
6. Buhl EH, Halasy K, Somogyi P (1994) Diverse sources of hippocampal unitary inhibitory postsynaptic potentials and the number of synaptic release sites. Nature 368:823-828
7. Cartling B (1993) Control of the complexity of associative memory dynamics by neuronal adaptation. Int J Neural Syst 4:129-141
8. Cartling B (1994) Generation of associative processes in a neural network with realistic features of architecture and units. Int J Neural Syst 5:181-194
9. Cartling B (1995a) Autonomous neuromodulatory control of associative processes. Network 6:247-260
10. Cartling B (1995b) A generalized neuronal activation function derived from ion channel characteristics. Network 6:389-401
11. Cartling B (1996a) Dynamics control of semantic processes in a hierarchical associative memory. Biol Cybern 74:63-71
12. Cartling B (1996b) Response characteristics of a low-dimensional model neuron. Neural Comput 8:1643-1652
13. Cartling B (1996c) A low-dimensional, time-resolved and adapting model neuron. Int J Neural Syst 7:237-246
14. ij. Neural Comput 7:713-734
15. Charpak S, Gähwiler BH, Do KQ, Knöpfel T (1990) Potassium conductances in hippocampal neurons blocked by excitatory amino-acid transmitters. Nature 347:765-767
16. Colino A, Halliwell JV (1987) Differential modulation of three separate K-conductances in hippocampal CA1 neurons by serotonin. Nature 328:73-77
17. Connors BW, Gutnick MJ (1990) Intrinsic firing patterns of diverse neocortical neurons. Trends Neurosci 13:99-104
18. Constanti A, Sim JA (1987) Calcium-dependent potassium conductance in guinea-pig olfactory cortex neurones in vitro. J Physiol (Lond) 387:173-194
19. Destexhe A, Mainen ZF, Sejnowski TJ (1994) An efficient method for computing synaptic conductances based on a kinetic model of receptor binding. Neural Comput 6:14-18
20. Ekeberg Ö, Wallén P, Lansner A, Tråvén H, Brodin L, Grillner S (1991) A computer based model for realistic simulations of neural networks. I. The single neuron and synaptic interaction. Biol Cybern 65:81-90
21. Fransén E, Lansner A (1995) Low spiking rates in a population of mutually exciting pyramidal cells. Network 6:271-288
22. Gerstner W (1995) Time structure of the activity in neural network models. Phys Rev E 51:738-758
23. Gerstner W, van Hemmen JL (1992) Associative memory in a network of 'spiking' neurons. Network 3:139-164
24. Gerstner W, Ritz R, van Hemmen JL (1993) Why spikes? Hebbian learning and retrieval of time-resolved excitation patterns. Biol Cybern 69:503-515
25. Hasselmo ME, Bower JM (1992) Cholinergic suppression specific to intrinsic not afferent fiber synapses in rat piriform (olfactory) cortex. J Neurophysiol 67:1222-1229
26. Hasselmo ME, Anderson BP, Bower JM (1992) Cholinergic modulation of cortical associative memory function. J Neurophysiol 67:1230-1246
27. Hebb DO (1949) The organization of behavior. Wiley, New York
28. Hertz J, Krogh A, Palmer, RG (1991) Introduction to the theory of neural computation. Addison-Wesley, Redwood City
29. Hille B (1992) Ionic channels of excitable membranes. Sinauer, Sunderland, Mass
30. Hodgkin AL, Huxley AF (1952) A quantitative description of membrane current and its application to conduction and excitation in nerve. J Physiol (Lond) 117:500-544
31. Hopfield JJ (1982) Neural networks and physical systems with emergent collective computational abilities. Proc Natl Acad Sci USA 79:2554-2558
32. Hopfield JJ (1984) Neurons with graded response have collective computational properties like those of two-state neurons. Proc Natl Acad Sci USA 81:3088-3092
33. Hopfield JJ (1995) Pattern recognition computation using action potential timing for stimulus representation. Nature 376:33-36
34. Hopfield JJ, Herz AMV (1995) Rapid local synchronization of action potentials: Toward computation with coupled integrate-and-fire neurons. Proc Natl Acad Sci USA 92:6655-6662
35. Lansner A, Fransén E (1995) Improving the realism of attractor models by using cortical columns as functional units. In: Bower J (ed) The neurobiology of computation. Kluwer, Boston, pp 251-256
36. Läuger P (1991) Electrogenic ion pumps. Sinauer, Sunderland, Mass
37. Madison DV, Nicoll RA (1982) Noradrenaline blocks accommodation of pyramidal cell discharge in the hippocampus. Nature 299:636-638
38. Matrin KAC (1988) From single cells to simple circuits in the cerebral cortex. Q J Exp Physiol 73:637-702
39. Mason A, Nicoll A, Stratford K (1991) Synaptic transmission between individual pyramidal neurons of the rat visual cortex in vitro. J Neurosci 11:72-84
40. McCormick DA (1989) Cholinergic and noradrenergic modulation of thalamocortical processing. Trends Neurosci 12:215-221
41. McCormick DA, Connors BW, Lighthall JW, Prince DA (1985) Comparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex. J Neurophysiol 54:780-806
42. Nicoll RA (1988) The coupling of neurotransmitter receptors to ion channels in the brain. Science 241:545-551
43. Palm G (1980) On associative memory. Biol Cybern 36:19-31
44. Rall W (1967) Distinguishing theoretical synaptic potentials computed for different soma-dendritic distributions of synaptic input. J Neurophysiol 30:1138-1168
45. Shepherd GM (1990) The synaptic organization of the brain. Oxford University Press, Oxford
46. Softky W (1994) Sub-millisecond coincidence detection in active dendritic trees. Neuroscience 58:13-41
47. Softky WR, Koch C (1993) The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs. J Neurosci 13:334-350
48. Stratton KR, Worley PF, Baraban JM (1989) Excitation of hippocampal neurons by stimulation of glutamate Q receptors. Eur J Pharmacol 173:235-237
49. Thomson AM, Deuchars J (1994) Temporal and spatial properties of local circuits in neocortex. Trends Neurosci 17:119-126
50. Tsodyks MV, Sejnowski T (1995) Rapid state switching in balanced cortical network models. Network 6:111-124
51. Usher M, Stemmler M, Koch C, Olami Z (1994) Network amplification of local fluctuations may cause high spike rate variability and fractal neuronal firing patterns. Neural Comput 6:795-836
52. Wallén P, Ekeberg Ö, Lansner A, Brodin L, Tråvén H, Grillner S (1992) A computer-based model for realistic simulations of neural networks. II. The segmental network generating locomotor rhythmicity in the lamprey. J Neurophysiol 68:1939-1950
53. White EL (1989) Cortical circuits. Synaptic organization of the cerebral cortex. Structure, function, and theory. Birkhäuser, Boston
54. Willshaw DJ, von der Malsburg C (1976) How patterned neural connections can be set up by self-organization. Proc R Soc Lond B 194:431-445
55. Willshaw DJ, Buneman OP, Longuet-Higgins HC (1969) Non-holographic associative memory. Nature 222:960-962
56. Yamada WM, Koch C, Adams PR (1989) Multiple channels and calcium dynamics. In: Koch C, Segev I (eds) Methods in neuronal modeling. From synapses to networks. MIT Press, Cambridge, Mass, pp 97-133