Publications

45 results for Kaushik Roy

Roadmap to neuromorphic computing with emerging technologies
- - Adnan Mehonic
  - Daniele Ielmini
  - et al.
- 2024
- APL Materials
Efficiency attacks on spiking neural networks
- - Sarada Krithivasan
  - Sanchari Sen
  - et al.
- 2022
- DAC 2022
Quantifying the Brain Predictivity of Artificial Neural Networks With Nonlinear Response Mapping
- - Aditi Anand
  - Sanchari Sen
  - et al.
- 2021
- Frontiers in Computational Neuroscience
Roadmap of Spin-Orbit Torques
- - Qiming Shao
  - Peng Li
  - et al.
- 2021
- IEEE Transactions on Magnetics
Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges
- - Indranil Chakraborty
  - Mustafa Ali
  - et al.
- 2020
- Proceedings of the IEEE
Roadmap on emerging hardware and technology for machine learning
- - Karl Berggren
  - Qiangfei Xia
  - et al.
- 2020
- Nanotechnology
Neural network accelerator design with resistive crossbars: Opportunities and challenges
- - Shubham Jain
  - Aayush Ankit
  - et al.
- 2019
- IBM J. Res. Dev
Using graphical models as explanations in deep neural networks
- - Franck Le
  - Mudhakar Srivatsa
  - et al.
- 2019
- MASS 2019
Neural networks at the edge
- - Deboleena Roy
  - Gopalakrishnan Srinivasan
  - et al.
- 2019
- SMARTCOMP 2019
Energy efficient computation using injection locked bias-field free spin-hall nano-oscillator array with shared heavy metal
- - Karthik Yogendra
  - Minsuk Koo
  - et al.
- 2017
- NANOARCH 2017