Pyramidal neuron as two-layer neural network

Neuron

Volumn 37, Issue 6, 2003, Pages 989-999

  Poirazi, Panayiota ^a   Brannon, Terrence ^b   Mel, Bartlett W ^c  

^a INSTITUTE OF MOLECULAR BIOLOGY AND BIOTECHNOLOGY   (Greece)

^b Metaperl IT Consulting   (United States)

^c University of Southern California   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CELL ASSAY; CELL FUNCTION; CELLULAR PARAMETERS; COMPARTMENT MODEL; DENDRITE; HIPPOCAMPUS; NERVE CELL NETWORK; PERIKARYON; PREDICTION; PRIORITY JOURNAL; PYRAMIDAL NERVE CELL; SIGMOID; SYNAPSE;

EID: 0037468832     PISSN: 08966273     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0896-6273(03)00149-1     Document Type: Article

References (36)

1. Adelson E., Bergen J. Spatiotemporal energy models for the perception of motion. J. Opt. Soc. Am. A. 2:1985;284-299.
2. Amitai Y., Friedman A., Connors B., Gutnick M. Regenerative electrical activity in apical dendrites of pyramidal cells in neocortex. Cereb. Cortex. 3:1993;26-38.
3. Archie K.A., Mel B.W. An intradendritic model for computation of binocular disparity. Nat. Neurosci. 3:2000;54-63.
4. Cannon R., Turner D., Pyapali G.K., Wheal H. An on-line archive of reconstructed hippocampal neurons. J. Neurosci. Methods. 84:1998;49-54.
5. Cauller L.J., Connors B.W. Functions of very distal dendrites. Experimental and computational studies of layer I synapses on neocortical pyramidal cells McKenna T., Davis J., Zornetzer S. Single Neuron Computation. 1992;Academic Press, Boston. 199-229.pp.
6. Chance F.S., Abbott L.F., Reyes A.D. Gain modulation from background synaptic input. Neuron. 35:2002;773-782.
7. Golding N.L., Jung H.-Y., Mickus T., Spruston N. Dendritic calcium spike initiation and repolarization are controlled by distinct potassium channel sybtypes in CA1 pyramidal neurons. J. Neurosci. 19:1999;8789-8798.
8. Häusser M., Spruston N., Stuart G.J. Diversity and dynamics of dendritic signaling. Science. 290:2000;739-744.
9. Heeger D. Half-squaring in responses of cat striate cells. Vis. Neurosci. 9:1992;427-443.
10. Hines M.L., Carnevale N.T. The NEURON simulation environment. Neural Comput. 9:1997;1179-1209.
11. Kapadia M., Ito M., Gilbert C.D., Westheimer G. Improvement in visual sensitivity by changes in local context - parallel studies in human observers and in V1 of alert monkeys. Neuron. 15:1995;843-856.
12. Koch C., Poggio T., Torre V. Retinal ganglion cells. A functional interpretation of dendritic morphology Phil. Trans. R. Soc. Lond. B Biol. Sci. 298:1982;227-264.
13. Llinás R., Nicholson C. Electrophysiological properties of dendrites and somata in alligator Purkinje cells. J. Neurophysiol. 34:1971;534-551.
14. Magee J.C., Cook E.P. Somatic EPSP amplitude is independent of synapse location in hippocampal pyramidal neurons. Nat. Neurosci. 3:2000;895-903.
15. McAdams C.J., Maunsell J.H.R. Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4. J. Neurosci. 19:1999;431-441.
16. McCullough W., Pitts W. A logical calculus of the ideas immanent in nervous activity. Bull. Math. Biophys. 5:1943;115-133.
17. Megías M., Emri Z., Freund T.F., Gulyás A.I. Total number and distribution of inhibitory and excitatory synapses on hippocampal CA1 pyramidal cells. Neuroscience. 102:2001;527-540.
18. Mel B.W. The clusteron. Toward a simple abstraction for a complex neuron Moody J., Hanson S., Lippmann R. Advances in Neural Information Processing Systems, Volume 4. 1992;Morgan Kaufmann, San Mateo, CA. a 35-42.pp.
19. Mel B.W. NMDA-based pattern discrimination in a modeled cortical neuron. Neural Comp. 4:1992;502-516. b.
20. Mel B.W. Synaptic integration in an excitable dendritic tree. J. Neurophysiol. 70:1993;1086-1101.
21. Mel B.W. Why have dendrites? A computational perspective. Stuart G., Spruston N., Häusser M. Dendrites. 1999;Oxford University Press, Oxford. 271-289.pp.
22. Mel B.W., Ruderman D.L., Archie K.A. Translation-invariant orientation tuning in visual 'complex' cells could derive from intradendritic computations. J. Neurosci. 17:1998;4325-4334.
23. Ohzawa I., DeAngelis G., Freeman R. Encoding of binocular disparity by complex cells in the cat's visual cortex. J. Neurophysiol. 77:1997;2879-2909.
24. Peterhans E., von der Heydt R. Mechanisms of contour perception in monkey visual cortex. II. Contours bridging gaps. J. Neurosci. 9:1989;1749-1763.
25. Poirazi Y., Mel B.W. Impact of active dendrites and structural plasticity on the memory capacity of neural tissue. Neuron. 29:2001;779-796.
26. Poirazi P., Brannon T.M., Mel B.W. Arithmetic of subthreshold synaptic summation in a model CA1 pyramidal cell. Neuron. 37:2003;899-909. this issue,
27. Rall W., Segev I. Functional possibilities for synapses on dendrites and on dendritic spines. Edelman G., Gall W., Cowan W. Synaptic Function. 1987;Wiley, New York. 605-636.pp.
28. Rosenblatt F. Principles of Neurodynamics. 1962;Spartan, New York.
29. Rumelhart D., Hinton G., McClelland J. A general framework for parallel distributed processing. Rumelhart D., McClelland J. Parallel Distributed Processing. Explorations in the Microstructure of Cognition, Volume 1:1986;Bradford, Cambridge, MA. 45-76.pp.
30. Salinas E., Thier P. Gain modulation. a major computational principle of the central nervous system Neuron. 27:2000;15-21.
31. Schiller J., Major G., Koester H.J., Schiller Y. NMDA spikes in basal dendrites of cortical pyramidal neurons. Nature. 404:2000;285-289.
32. Segev I., London M. Untangling dendrites with quantitative models. Science. 290:2000;744-750.
33. Shepherd G., Brayton R. Logic operations are properties of computer-simulated interactions between excitable dendritic spines. Neuroscience. 21:1987;151-166.
34. Stuart G., Spruston N., Häusser M. Dendrites. 1999;Oxford University Press, Oxford.
35. Wei D.S., Mei Y.A., Bagal A., Kao J.P., Thompson S.M., Tang C.M. Compartmentalized and binary behavior of terminal dendrites in hippocampal pyramidal neurons. Science. 293:2001;2272-2275.
36. Zipser D., Andersen R.A. A back-propagation programmed network that simulates response properties of a subset of posterior parietal neurons. Nature. 331:1988;679-684.