As a step towards creating evolutionary developmental neural networks on FPGAs, a bio-inspired cellular structure suitable for online routing of axons and dendrites on FPGAs based on a new digital spiking neuron model (introduced previously by the authors) is proposed here. This structure is designed to allow changing the routing of the dendrites and axons and formation/elimination of synapses on the fly by dynamic partial reconfiguration of the LUTs. The feasibility and techniques for implementing this structure on a Xilinx Virtex-5 FPGA are also studied. © 2008 Springer-Verlag Berlin Heidelberg.
CITATION STYLE
Shayani, H., Bentley, P., & Tyrrell, A. M. (2008). A cellular structure for online routing of digital spiking neuron axons and dendrites on FPGAs. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5216 LNCS, pp. 273–284). Springer Verlag. https://doi.org/10.1007/978-3-540-85857-7_24
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