Real time computation: Zooming in on population codes

BioSystems

Volumn 87, Issue 2-3, 2007, Pages 260-266

  Rochel, Olivier ^a   Cohen, Netta ^a  

^a UNIVERSITY OF LEEDS   (United Kingdom)

Author keywords

Active memory; Computer simulations; Pulsed neural networks; Recurrent networks; Signal perception

Indexed keywords

INFORMATION PROCESSING; MEMORY; NERVOUS SYSTEM; REAL TIME;

ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPUTER SIMULATION; MEMORY; NERVE CELL; NERVOUS SYSTEM; SIGNAL PROCESSING; STIMULUS;

EID: 33846068781     PISSN: 03032647     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biosystems.2006.09.021     Document Type: Article

References (10)

1. Durstewitz D., Seamans J.K., and Sejnowski T.J. Neurocomputational models of working memory. Nat. Neurosci. 3 Suppl (2000) 1184-1191
2. Maass W., and Bishop C.M. Pulsed Neural Networks (1998), MIT Press
3. Maass W., Natschlager T., and Markram H. Real-time computing without stable states: a new framework for neural computation based on perturbations. Neural Comput. 14 11 (2002) 2531-2560
4. Mayor, J., Gerstner, W., 2003. Online processing of multiple inputs in a sparsely-connected recurrent neural network. In: Kaynak, et al. (Eds.), Proceedings of the Joint International Conference ICANN/ICONIP 2003. Springer. Lect. Notes Comput. Sci. 2714, 839-845.
5. Milner B., Squire L.R., and Kandel E.R. Cognitive neuroscience and the study of memory. Neuron 20 (1998) 445-468
6. Omurtag A., Knight B.W., and Sirovich L. On the simulation of large populations of neurons. J. Comput. Neurosci. 8 1 (2000) 51-63
7. Rieke F., Warland D., Van Steveninck R., and Bialek W. Spikes: Exploring the Neural Code (1998), MIT Press
8. Rochel, O., Martinez, D., 2003. An event-driven framework for the simulation of networks of spiking neurons. In: Proceedings of the 11th European Symposium on Artificial Neural Networks-ESANN'2003, Bruges, Belgium.
9. Sommer F.T., and Wennekers T. Associative memory in networks of spiking neurons. Neural Networks 14 6/7 (2001) 825-834
10. Zeigler B.P., Praehofer H., and Kim T.G. Theory of Modeling and Simulation. 2nd ed. Integrating Discrete Event and Continuous Complex Dynamic Systems (2000), Academic Press