Breaking the HBM Bit Cost Barrier: Domain-Specific ECC for AI Inference Infrastructure
- Rui Xie
- Asad Ul Haq
- et al.
- 2025
- IEEE Computer Architecture Letters
Paper
Publications
16 results for Sanchari Sen
MixTrain: accelerating DNN training via input mixing
- Sarada Krithivasan
- Sanchari Sen
- et al.
- 2024
- Frontiers in Artificial Intelligence
PaperA 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
Conference paperDNNDaSher: A Compiler Framework for Dataflow Compatible End-to-End Acceleration on IBM AIU
- Sanchari Sen
- Shubham Jain
- et al.
- 2024
- IEEE Micro
PaperPower-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
PaperDeep Compression of Pre-trained Transformer Models
- Naigang Wang
- Chi-Chun Liu
- et al.
- 2022
- NeurIPS 2022
Conference paperSeprox: Sequence-based approximations for compressing ultra-low precision deep neural networks
- Aradhana Mohan Parvathy
- Sarada Krithivasan
- et al.
- 2022
- ICCAD 2022
Conference paperLayerwise Disaggregated Evaluation of Spiking Neural Networks
- Abinand Nallathambi
- Sanchari Sen
- et al.
- 2022
- ISLPED 2022
Conference paperEfficiency attacks on spiking neural networks
- Sarada Krithivasan
- Sanchari Sen
- et al.
- 2022
- DAC 2022
Conference paperAccelerating DNN Training Through Selective Localized Learning
- Sarada Krithivasan
- Sanchari Sen
- et al.
- 2022
- Frontiers in Neuroscience
Paper