Efficacy of Pruning in Ultra-Low Precision DNNsSanchari SenSwagath Venkataramaniet al.2021ISLPED 2021
RaPiD: AI Accelerator for Ultra-Low Precision Training and InferenceSwagath VenkataramaniVijayalakshmi Srinivasanet al.2021ISCA 2021
Value Similarity Extensions for Approximate Computing in General-Purpose ProcessorsYounghoon KimSwagath Venkataramaniet al.2021DATE 2021
Dynamic Spike Bundling for Energy-Efficient Spiking Neural NetworksSarada KrithivasanSanchari Senet al.2019ISLPED 2019
SparCE: Sparsity Aware General-Purpose Core Extensions to Accelerate Deep Neural NetworksSanchari SenShubham Jainet al.2019IEEE TC