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Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting
Published in arXiv preprint arXiv:2209.09197, 2022
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Recommended citation: Supriya Chakraborty, Tamoghno Das, Manan Suri, "Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting." arXiv preprint arXiv:2209.09197, 2022.
Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC-Counterfeiting
Published in In the proceedings of 2022 IEEE 22nd International Conference on Nanotechnology (NANO), 2022
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Recommended citation: Supriya Chakraborty, Tamoghno Das, Manan Suri, "Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC-Counterfeiting." In the proceedings of 2022 IEEE 22nd International Conference on Nanotechnology (NANO), 2022.
Experimental investigation of side-channel attacks on neuromorphic spiking neural networks
Published in IEEE Embedded Systems Letters, 2023
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Recommended citation: Bhanprakash Goswami, Tamoghno Das, Manan Suri, "Experimental investigation of side-channel attacks on neuromorphic spiking neural networks." IEEE Embedded Systems Letters, 2023.
Investigation of Voltage Fault Injection Attacks on NN Inference Utilizing NVM Based Weight Storage
Published in In the proceedings of 2023 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2023
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Recommended citation: Supriya Chakraborty, Tamoghno Das, Manan Suri, "Investigation of Voltage Fault Injection Attacks on NN Inference Utilizing NVM Based Weight Storage." In the proceedings of 2023 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2023.
Bayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data Processing
Published in In the proceedings of 2024 ACM/IEEE International Conference On Computer Aided Design (ICCAD), 2024
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Recommended citation: Hamza Barkam, Tamoghno Das, Prathyush Poduval, SungHeon Jeong, Calvin Yeung, Mostafa Solitan, Mohsen Imani, "Bayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data Processing." In the proceedings of 2024 ACM/IEEE International Conference On Computer Aided Design (ICCAD), 2024.
LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation
Published in arXiv preprint arXiv:2504.10854, 2025
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Recommended citation: Hanning Chen, Yang Ni, Wenjun Huang, Hyunwoo Oh, Yezi Liu, Tamoghno Das, Mohsen Imani, "LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation." arXiv preprint arXiv:2504.10854, 2025.
Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate
Published in IEEE Transactions on Circuits and Systems for Artificial Intelligence, 2025
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Recommended citation: Deniz Najafi, Hamza Barkam, Mehrdad Morsali, SungHeon Jeong, Tamoghno Das, Arman Roohi, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi, "Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate." IEEE Transactions on Circuits and Systems for Artificial Intelligence, 2025.
Robust Reasoning and Learning with Brain-Inspired Representations under Hardware-Induced Nonlinearities
Published in In the proceedings of Proceedings of the Great Lakes Symposium on VLSI 2025, 2025
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Recommended citation: William Chung, Hamza Errahmouni, Tamoghno Das, Mohsen Imani, "Robust Reasoning and Learning with Brain-Inspired Representations under Hardware-Induced Nonlinearities." In the proceedings of Proceedings of the Great Lakes Symposium on VLSI 2025, 2025.