Exploring Optimized Spiking Neural Network Architectures for Classification Tasks on Embedded Platforms

In recent times, the usage of modern neuromorphic hardware for brain-inspired SNNs has grown exponentially. In the context of sparse input data, they are undertaking low power consumption for event-based neuromorphic hardware, specifically in the deeper layers. However, using deep ANNs for training...

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Bibliographic Details
Main Authors: Tehreem Syed, Vijay Kakani, Xuenan Cui, Hakil Kim
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/9/3240