A "spiking" bidirectional associative memory for modeling intermodal priming

Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence

Volumn , Issue , 2004, Pages 25-30

  Meunier, David ^a   Paugam Moisy, Hélène ^a  

^a INSTITUT DES SCIENCES COGNITIVES   (France)

Author keywords

Cognitive Processes; Intermodal Priming; Neural Network Models; Spiking Neurons

Indexed keywords

AUDITION; COGNITIVE SYSTEMS; COMPUTER SIMULATION; MATHEMATICAL MODELS; NEUROLOGY;

COGNITIVE PROCESSES; INTERMODAL PRIMING; NEURAL NETWORK MODELS; SPIKING NEURONS;

RECURRENT NEURAL NETWORKS;

EID: 11144351658     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. W. McCulloch and W. Pitts. A logical calculus of the ideas immanent in nervous activity. Bulletin of Mathematical Biophysics, 5:115-137, 1943.
2. J. Hertz, A. Krogh, and R.G. Palmer. Introduction to the Theory of Neural Computation. Reading MA: Addison-Wesley, 1991.
3. S. Haykin. Neural Networks: A comprehensive foundation, 2nd edition. Prentice Hall, 1999.
4. E. Reynaud. Modélisation connexionniste d'un mémoire associative multimodale. PhD thesis, Institut National Polytechnique de Grenoble, 2002.
5. A. Crépet, H. Paugam-Moisy, E. Reynaud, and D. Puzenat. A modular network for binding several modalities. In H. R. Arabnia, editor, IC-AI'2000, pages 921-928. International Conference on Artificial Intelligence, 2000.
6. H. Paugam-Moisy and E. Reynaud. Multi-network system for sensory integration. In IJCNN'2001, pages 2343-2348. International Joint Conference on Neural Networks, 2001.
7. S.J. Thorpe and M. Imbert. Biological contraints on connectionist modelling. In R. Pfeifer, Z. Schreter, F. Fogelman-Soulie, and L.Steels, editors, Connectionism in Perspective, pages 63-92. Amsterdam: Elsevier, 1989.
8. C.M. Gray and W. Singer. Stimulus specific neuronal oscillations in orientation columns of cat visual cortex. Proceedings of the National Academy of Science, 86:1698-1702, 1989.
9. W. Gerstner and J.L. van Hemmen. Associative memory in a network of 'spiking' neurons. Network, 3:139-164, 1992.
10. W. Maass. Fast sigmoidal networks via spiking neurons. Neural Computation, 9(5):279-304, 1997.
11. W. Maass and T. Natschläger. Networks of spiking neurons can emulate arbitrary Hopfield nets in temporal coding. Network: Computation in Neural Systems, 8(4):355-372, 1997.
12. B. Kosko. Bidirectional associative memories. IEEE Transactions on Systems, Man & Cybernetics, 18:42-60, 1988.
13. L. Nadel, editor. Encyclopedia of Cognitive Science. nature publishing group, 2002.
14. D. Cernis and R. Versace. Laboratoire d'études des méchanismes cognitifs, Univ. Lumière Lyon II, personnal communication.
15. S. M. Kosslyn and O. Koenig. Wet Mind: The new cognitive neuroscience (2nd edition). The Free Press, New-York, 1995.
16. D. Puzenat. Priming an artificial neural classifier. In IWANN'95, From Natural to Artificial Neural Computation, Lecture Notes in Computer Science, volume 930, pages 559-565. Springer, 1995.
17. E. Reynaud and D. Puzenat. A multisensory indentification system for robotics. In IJCNN 2001, pages 2924-2929. International Joint Conference on Neural Networks, 2001.
18. Y. Bouchut, H. Paugam-Moisy, and D. Puzenat. Asynchrony in a distributed modular neural network for multimodal integration. In PDCS 2003, Parallel and Distributed Computing and Systems, page (to appear). IASTED, 2003.
19. W. Maass. Networks of spiking neurons: the third generation of neural network models. Neural Networks, 10:1659-1671, 1997.
20. W. Gerstner and W. Kistler. Spiking Neuron Models: Single Neurons, Populations, Plasticity. Cambridge: Cambridge University Press, 2002.
21. E. D. Lumer, G. M. Edelman, and G. Tononi. Neural dynamics in a model of the thalamocortical system II. the role of neural synchrony tested through perturbations of spike timings. Cerebral Cortex, 7:228-236, 1997.
22. G.M. Edelman. Neural Darwinism: the theory of neuronal group selection. New York: Basic Books, 1987.