Volume: 19 Issue-01 (January-June) 2024

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A PROOF-OF-CONCEPT DIGITAL LEAKY INTEGRATE-AND-FIRE NEURAL NETWORK IN HARDWARE - THE CAT DESIGN

ABSTRACT

Digital neural networks are an alternative computing structure to the traditional von Neumann architecture and offer enhanced performance when many inputs need to be processed in parallel. This occurs in complex data sets or data sets composed of sensory (e.g. visual or auditory) information. This paper presents the results from testing a small proof-of-concept digital neural network designed in VLSI hardware.

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