Publication
A cellular structure for online routing of digital spiking neuron axons and dendrites on FPGAs
AbstractAs 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.
Download publicationAssociated Researchers
Related Resources
See what’s new.
2019
Toward a Multi-Level and Multi-Paradigm Platform for Building Occupant Simulation
In recent years, simulation has been used to investigate the mutual…
2017
Practical Aspects of the DesignDEVS Simulation Environment
DesignDEVS is a simulation development environment based on the…
1999
Evaluation of Loop Subdivision Surfaces
This paper describes a technique to evaluate Loop subdivision surfaces…
2009
Toward the Digital Design Studio: Large Display Explorations
Inspired by our automotive and product design customers using large…
Get in touch
Something pique your interest? Get in touch if you’d like to learn more about Autodesk Research, our projects, people, and potential collaboration opportunities.
Contact us