Networks of spiking neurons can emulate arbitrary Hopfield nets in temporal coding

Network: Computation in Neural Systems

Volumn 8, Issue 4, 1997, Pages 355-371

  Maass, Wolfgang ^a   Natschlager, Thomas ^a  

^a GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0345858250     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X_8_4_002     Document Type: Article

References (23)

1. Abbott L F, Varela J A, Sen K and Nelson S B 1997 Synaptic depression and cortical gain control Science 275 220-3 enhances information transfer between cortical neurons Preprint
2. Abeles M 1991 Corticonics: Neural Circuits of the Cerebral Cortex (Cambridge: Cambridge University Press)
3. Abeles M, Bergman H, Margalit E and Vaadia E 1993 Spationtemporal firing patterns in the frontal cortex of behaving monkeys J. Neurophysiol. 70 1629-38
4. Bower J M and Beeman D 1995 The Book of GENESIS: Exploring Realistic Neural Models with the GEneral NEural Simulation System (New York: TELOS)
5. Fransén E 1996 Biophysical simulation of cortical associative memory PhD Thesis Stockholm University
6. Gerstner W and van Hemmen J L 1992 Associative memory in a network of 'spiking' neurons Network 3 139-64
7. Hertz J, Krogh A and Palmer R G 1991 Introduction to the Theory of Neural Computation (Reading, MA: Addison-Wesley)
8. Herz A V M, Li Z and van Hemmen J L 1991 Statistical mechanics of temporal association in neural networks with transmission delays Phys. Rev. Lett. 66 1370-3
9. Hopfield J 1995 Pattern recognition computing using action potential timing for stimulus representation Nature 376 33-6
10. _1982 Neural networks and physical systems with emergent collective computational abilities Proc. Natl Acad. Sci. USA 79 2554-8
11. _1984 Neurons with graded response have collective computational properties like those of two-state neurons Proc. Natl Acad. Sci. USA 81 3088-92
12. Kjaer T W, Gawne T J and Richmond B J 1996 Latency: another potential code for feature binding in striate cortex J. Neurophysiol. 76 1356-60
13. Lansner A and Fransen E 1992 Modelling hebbian cell assemblies comprised of cortical neurons Network: Comput. Neural Syst. 3 105-19
14. Maass W 1997 Fast sigmoidal networks via spiking neurons Neural Comput. 9 279-304
15. Manor Y, Koch C and Segev I 1991 Effect of geometrical irregularities on propagation delay in axonal trees Biophys. J. 60 1424-37
16. O'Keefe J and Reece M L 1993 Phase relationship between hippocampal place units and the EEG theta rhythm Hippocampus 3 3317-30
17. Peretto P 1992 An Introduction to the Modeling of Neural Networks (Cambridge: Cambridge University Press)
18. Perret D I, Rolls E T and Caan W C 1982 Visual neurons responsive to faces in the monkey temporal cortex Exp. Brain Res. 47 329-12
19. Ritz R, Gerstner W, Fuentes U and van Hemmen J L 1994 A biologically motivated and analytically soluble model of collective oscillations in the cortex Biol. Cybern. 71 349-58
20. Rolls E T and Tovee M J 1994 Processing speed in the cerebral cortex, and the neurophysiology of visual backward masking Proc. R. Soc. B 257 9-15
21. Simmen M W, Rolls E T and Treves A 1995 Rapid retrival in an autoassociative network of spiking neurons Computational Neuroscience ed J M Bower (New York: Academic) pp 273-8
22. Thorpe S T and Imbert M 1989 Biological constraints on connectionist modelling Connectionism in Perspective ed R Pfeifer, Z Schreier, F Fogelman-Soulie and L Steels (Amsterdam: Elsevier)
23. Zador A, Agmon-Snir H and Segev I 1995 The morphoelectronic transform: a graphical approach to dentritic function J. Neurosci. 15 1669-82