Sumit Bam Shrestha

Researcher, Intel Labs, Intel

Joined

July 2019

Names

Sumit Bam Shrestha

Emails

****@hotmail.com (Confirmed)

,

****@intel.com (Confirmed)

Personal Links

Career & Education History

Researcher

Intel Labs, Intel (intel.com)

2020 – Present

Researcher

Institute for Infocomm Research, A*STAR (astar.edu.sg)

2020 – 2020

Researcher

Temasek Laboratories @ NUS, National University of Singapore (nus.edu)

2017 – 2020

Advisors, Relations & Conflicts

Coworker

Garrick Orchard

2017 – 2023

Expertise

Neuromorphic Computing

2017 – Present

Spiking Neural Network

2012 – Present

Publications

Sparse and Wide Linear RNNs Are at the Efficiency-Performance Pareto Front
Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Sumit Bam Shrestha
- SLLM
- Readers: Everyone
Neuromorphic Principles for Efficient Large Language Models on Intel Loihi 2
Steven Abreu, Sumit Bam Shrestha, Rui-Jie Zhu, Jason Eshraghian
- SCOPE - ICLR 2025 Poster
- Readers: Everyone
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity
Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Andreas Wild, Sumit Bam Shrestha
- ICML 2025 poster
- Readers: Everyone
A Diagonal Structured State Space Model on Loihi 2 for Efficient Streaming Sequence Processing
Svea Marie Meyer, Philipp Weidel, Plank Philipp, Leobardo Campos-Macias, Sumit Bam Shrestha, Philipp Stratmann, Jonathan Timcheck, Mathis Richter
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Diagonal State Space Model on Loihi 2 for Efficient Streaming Sequence Processing
Svea Marie Meyer, Philipp Weidel, Plank Philipp, Leobardo Campos-Macias, Sumit Bam Shrestha, Philipp Stratmann, Jonathan Timcheck, Mathis Richter
- MLNCP Oral
- Readers: Everyone
SLAYER: Spike Layer Error Reassignment in Time
Sumit Bam Shrestha, Garrick Orchard
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone

Co-Authors