Rethinking Non-idealities in Memristive Crossbars for Adversarial Robustness in Neural Networks. - Abhiroop Bhattacharjee; Priyadarshini Panda (CoRR, 2020)

SwitchX- Gmin-Gmax Switching for Energy-Efficient and Robust Implementation of Binary Neural Networks on Memristive Xbars. - Abhiroop Bhattacharjee; Priyadarshini Panda (CoRR, 2020)

NEAT: Non-linearity Aware Training for Accurate and Energy-Efficient Implementation of Neural Networks on 1T-1R Memristive Crossbars. - Abhiroop Bhattacharjee; Lakshya Bhatnagar; Youngeun Kim; Priyadarshini Panda (CoRR, 2020)

Efficiency-driven Hardware Optimization for Adversarially Robust Neural Networks. - Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (DATE, 2021)

Activation Density based Mixed-Precision Quantization for Energy Efficient Neural Networks. - Karina Vasquez; Yeshwanth Venkatesha; Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (DATE, 2021)

Metastability with Emerging Reconfigurable Transistors: Exploiting Ambipolarity for Throughput. - Abhiroop Bhattacharjee; Shubham Rai; Ansh Rupani; Michael Raitza; Akash Kumar 001 (VLSI-SoC, 2021)

END-TRUE: Emerging Nanotechnology-Based Double-Throughput True Random Number Generator. - Shubham Rai; Nishant Gupta; Abhiroop Bhattacharjee; Ansh Rupani; Michael Raitza; Jens Trommer; Thomas Mikolajick; Akash Kumar 001 (VLSI-SoC (Selected Papers), 2021)

MIME: adapting a single neural network for multi-task inference with memory-efficient dynamic pruning. - Abhiroop Bhattacharjee; Yeshwanth Venkatesha; Abhishek Moitra; Priyadarshini Panda (DAC, 2022)

Examining and Mitigating the Impact of Crossbar Non-idealities for Accurate Implementation of Sparse Deep Neural Networks. - Abhiroop Bhattacharjee; Lakshya Bhatnagar; Priyadarshini Panda (DATE, 2022)

Rate Coding Or Direct Coding: Which One Is Better For Accurate, Robust, And Energy-Efficient Spiking Neural Networks? - Youngeun Kim; Hyoungseob Park; Abhishek Moitra; Abhiroop Bhattacharjee; Yeshwanth Venkatesha; Priyadarshini Panda (ICASSP, 2022)

Examining the Robustness of Spiking Neural Networks on Non-ideal Memristive Crossbars. - Abhiroop Bhattacharjee; Youngeun Kim; Abhishek Moitra; Priyadarshini Panda (ISLPED, 2022)

NEAT: Nonlinearity Aware Training for Accurate, Energy-Efficient, and Robust Implementation of Neural Networks on 1T-1R Crossbars. - Abhiroop Bhattacharjee; Lakshya Bhatnagar; Youngeun Kim; Priyadarshini Panda (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

XPert: Peripheral Circuit & Neural Architecture Co-search for Area and Energy-efficient Xbar-based Computing. - Abhishek Moitra; Abhiroop Bhattacharjee; Youngeun Kim; Priyadarshini Panda (DAC, 2023)

DeepCAM: A Fully CAM-based Inference Accelerator with Variable Hash Lengths for Energy-efficient Deep Neural Networks. - Duy-Thanh Nguyen; Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (DATE, 2023)

Examining the Role and Limits of Batchnorm Optimization to Mitigate Diverse Hardware-noise in In-memory Computing. - Abhiroop Bhattacharjee; Abhishek Moitra; Youngeun Kim; Yeshwanth Venkatesha; Priyadarshini Panda (ACM Great Lakes Symposium on VLSI, 2023)

XploreNAS: Explore Adversarially Robust & Hardware-efficient Neural Architectures for Non-ideal Xbars. - Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (CoRR, 2023)

HyDe: A Hybrid PCM/FeFET/SRAM Device-search for Optimizing Area and Energy-efficiencies in Analog IMC Platforms. - Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (CoRR, 2023)

SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks. - Ruokai Yin; Abhishek Moitra; Abhiroop Bhattacharjee; Youngeun Kim; Priyadarshini Panda (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

XploreNAS: Explore Adversarially Robust and Hardware-efficient Neural Architectures for Non-ideal Xbars. - Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (ACM Trans. Embed. Comput. Syst., 2023)

SwitchX: Gmin-Gmax Switching for Energy-efficient and Robust Implementation of Binarized Neural Networks on ReRAM Xbars. - Abhiroop Bhattacharjee; Priyadarshini Panda (ACM Trans. Design Autom. Electr. Syst., 2023)

SpikeSim: An End-to-End Compute-in-Memory Hardware Evaluation Tool for Benchmarking Spiking Neural Networks. - Abhishek Moitra; Abhiroop Bhattacharjee; Runcong Kuang; Gokul Krishnan; Yu Cao 001; Priyadarshini Panda (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

HyDe: A brid PCM/FeFET/SRAM vice-Search for Optimizing Area and Energy-Efficiencies in Analog IMC Platforms. - Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

PIVOT- Input-aware Path Selection for Energy-efficient ViT Inference. - Abhishek Moitra; Abhiroop Bhattacharjee; Priyadarshini Panda (DAC, 2024)

HaLo-FL: Hardware-Aware Low-Precision Federated Learning. - Yeshwanth Venkatesha; Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (DATE, 2024)

Are SNNs Truly Energy-efficient? - A Hardware Perspective. - Abhiroop Bhattacharjee; Ruokai Yin; Abhishek Moitra; Priyadarshini Panda (ICASSP, 2024)

TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing. - Abhishek Moitra; Abhiroop Bhattacharjee; Youngeun Kim; Priyadarshini Panda (CoRR, 2024)

When In-memory Computing Meets Spiking Neural Networks - A Perspective on Device-Circuit-System-and-Algorithm Co-design. - Abhishek Moitra; Abhiroop Bhattacharjee; Yuhang Li 001; Youngeun Kim; Priyadarshini Panda (CoRR, 2024)

RobustEdge: Low Power Adversarial Detection for Cloud-Edge Systems. - Abhishek Moitra; Abhiroop Bhattacharjee; Youngeun Kim; Priyadarshini Panda (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

MCAIMem: A Mixed SRAM and eDRAM Cell for Area and Energy-Efficient On-Chip AI Memory. - Duy-Thanh Nguyen; Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (IEEE Trans. Very Large Scale Integr. Syst., 2024)

Low-power Spike-based Wearable Analytics on RRAM Crossbars. - Abhiroop Bhattacharjee; Jinquan Shi; Wei-Chen Chen; Xinxin Wang; Priyadarshini Panda (ISCAS, 2025)

ClipFormer: Key-Value Clipping of Transformers on Memristive Crossbars for Write Noise Mitigation. - Abhiroop Bhattacharjee; Abhishek Moitra; Priyadarshini Panda (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

DiffAxE: Diffusion-driven Hardware Accelerator Generation and Design Space Exploration. - Arkapravo Ghosh; Abhishek Moitra; Abhiroop Bhattacharjee; Ruokai Yin; Priyadarshini Panda (CoRR, 2025)