Challenges for large-scale implementations of spiking neural networks on FPGAs

Author:

Maguire L.P.,McGinnity T.M.,Glackin B.,Ghani A.,Belatreche A.,Harkin J.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference87 articles.

1. Advances in design and application of spiking neural networks;Belatreche;Springer J. Soft Comput.—Fusion Found. Methodol. Appl.,2007

2. Evolutionary design of spiking neural networks;Belatreche;J. New Math. Nat. Comput. (World Scientific Publishing),2006

3. J.-L. Beuchat J.O. Haenni, E. Sanchez, “Hardware reconfigurable neural networks”, in: 5th Reconfigurable Architectures Workshop (RAW’98), Orlando, Florida, USA, 1998.

4. “Synaptic modifications by correlated activity: Hebb's postulated revisited”;Bi;Ann. Rev. Neurosci.,2001

5. The implementation of fuzzy systems, neural networks and fuzzy neural networks using FPGAs;Blake;Inform. Sci.,1998

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