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 publication

Related Resources

See what’s new.

Article

2023

Recently Published by Autodesk Researchers

A selection of recently published papers by Autodesk Researchers…

Publication

2017

An Investigation of Generative Design for Heating

Energy consumption in buildings contribute to 41% of global carbon…

Project

2011

OrgOrgChart: The Evolution of an Organization

This project looks at the evolution of a company’s structure over…

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