1 citations · 2 across the 3 of their papers we have counts for
3 papers
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…
cs.AR2021★ 1 cited
A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks
Harideep Nair, John Paul Shen, James E. Smith
Temporal Neural Networks (TNNs) are spiking neural networks that use time as a resource to represent and process information, similar to the mammalian neocortex. In contrast to com…