PP

P. Preetha Vijayan

1 records found

Temporal Delta Layer

Training Towards Brain Inspired Temporal Sparsity for Energy Efficient Deep Neural Networks

In the recent past, real-time video processing using state-of-the-art deep neural networks (DNN) has achieved human-like accuracy but at the cost of high energy consumption, making them infeasible for edge device deployment. The energy consumed by running DNNs on hardware acceler ...