Translation-invariant pattern recognition based on Synfire chains

Biological Cybernetics

Volumn 80, Issue 6, 1999, Pages 433-447

  Arnoldi, Hans Martin R ^a   Englmeier, Karl Hans ^a   Brauer, Wilfried ^b  

^a INSTITUTE OF EPIDEMIOLOGY   (Germany)

^b TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ARTICLE; BIOLOGICAL MODEL; NERVE CELL NETWORK; PHYSIOLOGY; VISION;

ACTION POTENTIALS; MODELS, BIOLOGICAL; NERVE NET; VISUAL PERCEPTION;

EID: 0033142659     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s004220050537     Document Type: Article

References (37)

1. Abbot LF, Varela JA, Sen K, Nelson SB (1997) Synaptic depression and cortical gain control. Science 275:220-224
2. Abeles M (1982) Local cortical circuits. An electrophysiological study. Springer, Berlin Heidelberg New York
3. Abeles M (1991) Corticonics. Neural circuits of the cerebral cortex. Cambridge University Press, Cambridge, UK
4. Abeles M, Bergman H, Margalit E, Vaadia E (1993a) Spatiotemporal firing patterns in the frontal cortex of behaving monkeys. J Neurophysiol 70:1629-1638
5. Abeles M, Vaadia E, Bergman H, Prut Y, Haalman I, Slovin H (1993b) Dynamics of neuronal interactions in the frontal cortex of behaving monkeys. Concepts Neurosci 4:131-158
6. Aertsen AMHJ, Gerstein GL, Habib MK, Palm G (1989) Dynamics of neuronal firing correlation: modulation of 'effective connectivity'. J Neurophysiol 61:900-917
7. Arnoldi H-MR, Brauer W (1996) Synchronization without oscillatory neurons. Biol Cybern 74:209-223
8. Barlow HB (1972) Single units and sensation: a doctrine for perceptual psychology? Perception 1:371-394
9. Bienenstock E (1991) Notes on the growth of a 'composition machine'. In: Contributions to interdisciplinary workshop on compositionality in cognition and neural models. Abbaye de Royaumont, Asières sur Oise
10. Bienenstock E (1995) A model of neocortex. Network 6:179-224
11. Charms RC de, Merzenich MM (1996) Primary cortical representation of sounds by the coordination of action-potential timing. Nature 381:610-613
12. Engel AK, Kreiter AK, König P, Singer W (1991) Synchronization of oscillatory neuronal responses between striate and extrastriate visual cortical areas of the cat. Proc Natl Acad Sci USA 88:6048-6052
13. Fukushima K, Myaki S (1982) Neocognitron: a new algorithm for pattern recognition tolerant of deformations and shifts in position. Pattern Recognition 15:455-469
14. Gerstner W, Hemmen JL van (1992) Associative memories in a network of 'spiking' neurons. Network 3:139-164
15. Gerstner W, Ritz R, Hemmen JL van (1993) Why spikes? Hebbian learning and retrieval of time-resolved excitation patterns. Biol Cybern 69:503-515
16. Gray CM, Singer W (1989) Stimulus-specific neuronal oscillations in orientation columns of cat. Proc Natl Acad Sci USA 86:1698-1702
17. Hubel DH, Wiesel TN (1968) Receptive fields and functional architecture of monkey striate cortex. J Physiol 195:215-243 (2,3)
18. Kandel ER, Schwartz JH, Jessell TM (1991) Principles of neural sciences, 3 edn. Elsevier Science, Amsterdam
19. Kirkpatrick K, Gelatt CD Jr, Vecchi MP (1983) Optimization by simulated annealing. Science 220:671-680
20. König P, Schillen TB (1991) Stimulus-dependent assembly formation of oscillatory response. I. Synchronization. Neural Comp 3:155-166
21. König P, Engel AK, Roelfsema PR, Singer W (1995) How precise is neuronal synchronization? Neural Comput 7:469-485
22. Lades M, Vorbrueggen JC, Buhmann J, Lange J, Malsburg C von der, Würtz RP, Kohen W (1993) Distortion invariant object recognition in the dynamic link architecture. IEEE Trans Comput 42:300-312
23. Magee JC, Johnston D (1997) A synaptically controlled, associative signal of Hebbian plasticity in hippocampal neurons. Science 275:209-213
24. Markram H, Tsodyks MV (1996) Redistribution of synaptic efficacy between neocortical pyramidal neurons. Nature 382:807-810
25. Markram H, Lübke H, Fortscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:209-213
26. Neven H, Aertsen A (1992) Rate coherence and event coherence in the visual cortex: a neuronal model of object recognition. Biol Cybern 67:309-322
27. Nischwitz A, Glünder H (1995) Local lateral inhibition: a key to spike synchronization? Biol Cybern 73:389-400
28. Ritz R, Gerstner W, Fuentes U, Hemmen JL van (1994) A biologically motivated and analytically soluble model of collective oscillations in the cortex. II. Application to binding and pattern segmentation. Biol Cybern 71:349-358
29. Rock I, Palmer S (1990) The legacy of Gestalt psychology. Sci Am 263:84-90
30. Singer W (1994) Putative functions of temporal correlations in neocortical processing. In: Koch C, Davis JL (eds) Large scale neuronal theories of the brain. MIT Press, Cambridge, Mass., pp 201-237
31. Sporns O, Gally JA, Reeke GN, Edelman GM (1989) Reentrant signaling among simulated neuronal groups leads to coherency in their oscillatory activity. Proc Natl Acad Sci USA 86:7265-7269
32. Thorpe S, Fize D, Marlot C (1996) Speed of processing in the human visual system. Nature 381:520-522
33. Vaadia E, Aertsen AMHJ (1992) Coding and computation in the cortex: single-neuron activity and cooperativity phenomena. In: Aertsen AMHJ, Braitenberg V (eds) Information processing in the cortex: experiments and theory. Springer, Berlin Heidelberg New York
34. Vaadia E, Haalman M, Abeles M, Bergman H, Prut Y, Slovin H, Aertsen AMHJ (1995) Dynamics of neuronal interactions in monkey cortex in relation to behavioral events. Nature 373:515-518
35. Von der Malsburg C (1981) The correlation theory of brain function. (Internal Report 81-2) Max Planck Institute for Biophysical Chemistry, Göttingen
36. Waschulzik T, Geiger H, Arnoldi M, Böller D, Nischwitz A, Brauer W (1990) New concepts for information processing in connectionistic systems. In: Eckmiller R, Hartmann, G, Hauske G (eds) Parallel processing in neural systems and computers. Elsevier Science, Amsterdam
37. Wertheimer M (1923) Untersuchungen zur Lehre von der Gestalt II. Psychol Forsch 4:301-350