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cs.ET2022★ 1 cited
Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units
Prabhu Vellaisamy, John Paul Shen
Temporal Neural Networks (TNNs) are spiking neural networks that exhibit brain-like sensory processing with high energy efficiency. This work presents the ongoing research towards…
cs.AR2022
TNN7: A Custom Macro Suite for Implementing Highly Optimized Designs of Neuromorphic TNNs
Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar +1
Temporal Neural Networks (TNNs), inspired from the mammalian neocortex, exhibit energy-efficient online sensory processing capabilities. Recent works have proposed a microarchitect…