Publications

15 results for Sanchari Sen

MixTrain: accelerating DNN training via input mixing
- - Sarada Krithivasan
  - Sanchari Sen
  - et al.
- 2024
- Frontiers in Artificial Intelligence
A Software-Assisted Peak Current Regulation Scheme to Improve Power-Limited Inference Performance in a 5nm AI SoC
- - Monodeep Kar
  - Joel Silberman
  - et al.
- 2024
- ISSCC 2024
Power-Limited Inference Performance Optimization Using a Software-Assisted Peak Current Regulation Scheme in a 5-nm AI SoC
- - Monodeep Kar
  - Joel Silberman
  - et al.
- 2024
- IEEE Journal of Solid-State Circuits
DNNDaSher: A Compiler Framework for Dataflow Compatible End-to-End Acceleration on IBM AIU
- - Sanchari Sen
  - Shubham Jain
  - et al.
- 2024
- IEEE Micro
Deep Compression of Pre-trained Transformer Models
- - Naigang Wang
  - Chi-Chun Liu
  - et al.
- 2022
- NeurIPS 2022
Seprox: Sequence-based approximations for compressing ultra-low precision deep neural networks
- - Aradhana Mohan Parvathy
  - Sarada Krithivasan
  - et al.
- 2022
- ICCAD 2022
Layerwise Disaggregated Evaluation of Spiking Neural Networks
- - Abinand Nallathambi
  - Sanchari Sen
  - et al.
- 2022
- ISLPED 2022
Efficiency attacks on spiking neural networks
- - Sarada Krithivasan
  - Sanchari Sen
  - et al.
- 2022
- DAC 2022
Accelerating DNN Training Through Selective Localized Learning
- - Sarada Krithivasan
  - Sanchari Sen
  - et al.
- 2022
- Frontiers in Neuroscience
Quantifying the Brain Predictivity of Artificial Neural Networks With Nonlinear Response Mapping
- - Aditi Anand
  - Sanchari Sen
  - et al.
- 2021
- Frontiers in Computational Neuroscience