Autors: McDaid,L., Harkin,J., Hall,S., Dowrick,T., Chen,Y., Marsland,J.
Title: EMBRACE: Emulating Biologically–Inspired Architectures on Hardware
Keywords: Synapse, Network-on-Chip, Spiking Neural Networks, Reconfigu

Abstract: This paper highlights and discusses the current challenges in the implementation of large scale Spiking Neural Networks (SNNs) in hardware. A mixed-mode approach to realising scalable SNNs on a reconfigurable hardware platform is presented. The approach uses compact low power analogue spiking neuron cells, with a weight storage capability, interconnected using Network on Chip (NoC) routers. Results presented show that this route to hardware implementation is promising.

References

    Issue

    9th WSEAS International Conference on NEURAL NETWORKS (NN’08), pp. 167-172, 2008, Bulgaria,

    Вид: публикация в национален форум