Metric-space analysis of spike trains: Theory, algorithms and application

Network: Computation in Neural Systems

Volumn 8, Issue 2, 1997, Pages 127-164

  Victor, Jonathan D ^a   Purpura, Keith P ^a  

^a WEILL CORNELL MEDICAL COLLEGE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0001175897     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X_8_2_003     Document Type: Article

References (47)

1. Abeles M 1982 Local Cortical Circuits, an Electrophysiological Study (Berlin: Springer)
2. Abeles M 1982 Role of the cortical neuron: integrator or coincidence detector? Isr. J. Med. Sci. 18 83-92
3. Abeles M and Gerstein G L 1988 Detecting spatiotemporal firing patterns among simultaneously recorded single neurons J. Neurophysiol. 60 909-24
4. Abramson N 1963 Information Theory and Coding (New York: McGraw-Hill)
5. Bialek W, Rieke F, de Ruyter van Steveninck R R and Warland D 1991 Reading a neural code Science 252 1854-7
6. Bliss T V P and Collingridge G L 1993 A synaptic model of memory: long-term potentiation in the hippocampus Nature 361 31-9
7. Carlton A G 1969 On the bias of information estimates Psychological Bull. 71 108-9
8. Chee-Orts M-N and Optican L M 1993 Cluster method for analysis of transmitted information in multivariate neuronal data Biol. Cybernet. 69 29-35
9. Fagen R M 1978 Information measures: statistical confidence limits and inference J. Theor. Biol. 73 61-79
10. Fukunaga K 1990 Introduction to Statistical Pattern Recognition 2nd edn (New York: Academic) p 591
11. Gaal S A 1964 Point Set Topology (New York: Academic) p 317
12. Gawne T J, McClurkin J W, Richmond B J and Optican L M 1991 Lateral geniculate neurons in behaving primates. III. Response predictions of a channel model with multiple spatial-to-temporal filters J. Neurophysiol. 66 809-23
13. Geisler W S, Albrecht D G, Salvi R J and Saunders S S 1991 Discrimination performance of single neurons: rate and temporal-pattern information J. Neurophysiol. 66 334-62
14. Golomb D, Hertz J, Panzeri S, Treves A and Richmond B 1997 How well can we estimate the information carried in neuronal responses from limited samples? 1997 Neural Comput. 9 649-65
15. Golomb D, Kleinfeld D, Reid R C, Shapley R M and Shraiman B I 1994 On temporal codes and the spatiotemporal response of neurons in the lateral geniculate nucleus J. Neurophysiol. 72 2990-3003
16. Green P E 1978 Analyzing Multivariate Data (Hinsdale, IL: Dryden) p 519
17. Heller J, Hertz J A, Kjaer T W and Richmond B J 1995 Information flow and temporal coding in primate pattern vision J. Comput. Neurosci. 2 175-93
18. Hopfield J J 1995 Pattern recognition computation using action potential timing for stimulus representation Nature 376 33-6
19. Kjaer T W, Hertz J A and Richmond B J 1994 Decoding cortical neuronal signals: network models, information estimation, and spatial tuning J. Comput. Neurosci. 1 109-39
20. Kruskal J B and Wish M 1978 Multidimensional Scaling (Beverly Hills, CA: Sage Publications) p 93
21. Larson J, Wong D and Lynch G 1986 Patterned stimulation at the theta frequency is optimal for the induction of hippocampal long-term potentiation Brain Res. 368 347-50
22. Laurent G, Wehr M and Davidowitz H 1996 Temporal representations of odors in an olfactory network J. Neurosci. 16 3837-47
23. Lestienne R 1996 Determination of the precision of spike timing in the visual cortex of anaesthetised cats Biol Cybernet. 74 55-61
24. Mainen Z and Sejnowski T J 1995 Reliability of spike timing in neocortical neurons Science 268 1503-6
25. McClurkin J W, Gawne T J, Optican L M and Richmond B J 1991 Lateral geniculate neurons in behaving primates. II. Encoding information in the temporal shape of the response J. Neurophysiol. 66 794-808
26. McClurkin J W, Optican L M, Richmond B J and Gawne T J 1991 Concurrent processing and complexity of temporally coded messages in visual perception Science 253 675-77
27. Mel B W 1993 Synaptic integration in an excitable dendritic tree J. Neurophysiol. 70 1086-1101
28. Middlebrooks J C, Clock A E, Xu L and Green D M 1994 A panoramic code for sound location by cortical neurons Science 264 842-44
29. Optican L M, Gawne T J, Richmond B J and Joseph P J 1991 Unbiased measures of transmitted information and channel capacity from multivariate neuronal data Biol. Cybernet. 65 305-10
30. Optican L M, and Richmond B J 1987 Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. III. Information theoretic analysis J. Neurophysiol. 57 162-78
31. Perkel D H, Gerstein G L and Moore G P 1967 Neuronal spike trains and stochastic point processes. I. The single spike train. Biophys. J. 7 391-418
32. Perkel D H, Gerstein G L and Moore G P 1967 Neuronal spike trains and stochastic point processes. II. Simultaneous spike trains. Biophys. J. 7 419-40
33. Purpura K, Chee-Orts M-N and Optican L M 1993 Temporal encoding of texture properties in visual cortex of awake monkey Soc. Neurosci. Abstr. 19 771
34. Rapp P E, Zimmerman I D, Vining E P, Cohen N, Albano A M, and Jiménez-Montaño M A 1994 The algorithmic complexity of neural spike trains increases during focal seizures J. Neurosci. 14 4731-9
35. Richmond B J, Optican L M, Podell M and Spitzer H 1987 Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. I. Response characteristics J. Neurophysiol. 57 132-46
36. Rose G M and Dunwiddie T V 1986 Induction of hippocampal long-term potentiation using physiologically patterned stimulation Neurosci. Lett. 69 244-7
37. Sellers P H 1974 On the theory and computation of evolutionary distances SIAM J. Appl. Math. 26 787-93
38. Sellers P H 1979 Combinatorial complexes SIAM J. Appl. Math. 26 787-93 (Dordrecht: Reidel) p 184
39. Sen K, Jorge-Rivera J C, Marder E and Abbott L F 1996 Decoding synapses J. Neurosci. 16 6307-18
40. Skarda C A and Freeman W J 1987 How brains make chaos to make sense of the world Behavioral and Brain Sciences 10 161-95
41. Softky W R 1995 Simple codes versus efficient codes Current Opinion in Neurobiology 5 239-47
42. Softky W R and Koch C 1993 The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSP's J. Neurosci. 13 334-50
43. Theunissen F and Miller J P 1995 Temporal encoding in nervous systems: a rigorous definition J. Comput. Neurosci. 2 149-62
44. Treves A and Panzeri S 1995 The upward bias in measures of information derived from limited data samples Neural Comput. 7 399-407
45. Victor J D and Purpura K 1994 A new approach to the analysis of spike discharges: cost-based metrics Soc. Neurosci. Abstr. 20 315
46. Victor J D and Purpura K 1996 Nature and precision of temporal coding in visual cortex: a metric-space analysis J. Neurophysiol. 76 1310-26
47. Victor J D, Purpura K, Katz E and Mao B 1994 Population encoding of spatial frequency, orientation, and color in macaque V1 J. Neurophysiol. 72 2151-66