Evaluating and optimizing neural network models with neuromorphic capable and non-capable hardware

The main objective of this project is to evaluate and optimize Spiking Neural Network with the Novena Chip to achieve high accuracy, low processing time, and low power consumption. The integrated pair (Spiking Neural Network with Novena) will be benchmarked against other conventional convolution neu...

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Bibliographic Details
Main Author: Cheong, Gordon Chin Loong
Other Authors: Leong Wei Lin
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/149657