Saima Sharmin

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 6

Top Topics

Comprehensive Analysis

Biologically Plausible

Boolean Operations

Spiking Neural Networks

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

IEEE Trans. Circuits Syst.

Publications

Amogh Agrawal, Indranil Chakraborty, Deboleena Roy, Utkarsh Saxena, Saima Sharmin, Minsuk Koo, Yong Shim, Gopalakrishnan Srinivasan, Chamika M. Liyanagedera, Abhronil Sengupta, Kaushik Roy
Revisiting Stochastic Computing in the Era of Nanoscale Nonvolatile Technologies. IEEE Trans. Very Large Scale Integr. Syst. 28 (12) (2020)
Saima Sharmin, Nitin Rathi, Priyadarshini Panda, Kaushik Roy
Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-linear Activations. ECCV (29) (2020)
Saima Sharmin, Nitin Rathi, Priyadarshini Panda, Kaushik Roy
Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations. CoRR (2020)
Akhilesh Jaiswal, Amogh Agrawal, Mustafa Fayez Ali, Saima Sharmin, Kaushik Roy
i-SRAM: Interleaved Wordlines for Vector Boolean Operations Using SRAMs. IEEE Trans. Circuits Syst. (12) (2020)
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. IJCNN (2019)
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. CoRR (2019)