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A Small, Low Cost Event-Driven Architecture for Spiking Neural Networks on FPGAs...

by John P Mitchell, Catherine D Schuman, Thomas E Potok
Publication Type
Conference Paper
Book Title
ICONS 2020: International Conference on Neuromorphic Systems 2020
Publication Date
Page Numbers
1 to 4
Publisher Location
United States of America
Conference Name
International Conference on Neuromorphic Systems (ICONS)
Conference Location
Oak Ridge, Tennessee, United States of America
Conference Sponsor
ACM
Conference Date
-

Currently, there is a lack of availability of low cost, low power neuromorphic hardware. In this work, we introduce the μCaspian architecture along with an associated development PCB design which provides a low cost and SWaP (size, weight, and power) optimized neuromorphic hardware platform. Further, our proposed system only uses commercial off the shelf components and an open source FPGA workflow to maximize the accessibility of μCaspian to all researchers.