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Sangamesh Kodge
Sangamesh Kodge
Nanoelectronics Resarch Lab and C-BRIC, Purdue University
Geverifieerd e-mailadres voor purdue.edu - Homepage
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IMAC: In-memory multi-bit multiplication and accumulation in 6T SRAM array
M Ali, A Jaiswal, S Kodge, A Agrawal, I Chakraborty, K Roy
IEEE Transactions on Circuits and Systems I: Regular Papers 67 (8), 2521-2531, 2020
1272020
Erratum to “CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays”
A Agrawal, A Kosta, S Kodge, DE Kim, K Roy
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020
24*2020
Low precision decentralized distributed training over IID and non-IID data
SA Aketi, S Kodge, K Roy
Neural Networks 155, 451-460, 2022
132022
Intra-class mixup for out-of-distribution detection
D Ravikumar, S Kodge, I Garg, K Roy
IEEE Access 11, 25968-25981, 2023
12*2023
Deep Unlearning: Fast and Efficient Gradient-Free Class Forgetting
S Kodge, G Saha, K Roy
Transactions on Machine Learning Research (TMLR), 2024
9*2024
Neighborhood gradient mean: An efficient decentralized learning method for non-iid data
SA Aketi, S Kodge, K Roy
Transactions on Machine Learning Research, 2023
9*2023
TREND: Transferability-Based Robust ENsemble Design
D Ravikumar, S Kodge, I Garg, K Roy
IEEE Transactions on Artificial Intelligence 4 (3), 534-548, 2022
62022
Low power image acquisition scheme using on-pixel event driven halftoning
S Kodge, H Chaudhary, M Sharad
2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 260-265, 2017
62017
Digitally assisted analog processing unit for MPG based wearable device
H Chaudhary, S Kodge, M Sharad
2017 IEEE 60th International Midwest Symposium on Circuits and Systems …, 2017
22017
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness
S Kodge, D Ravikumar, G Saha, K Roy
arXiv preprint arXiv:2403.08618, 2024
1*2024
BERMo: What can BERT learn from ELMo?
S Kodge, K Roy
arXiv preprint arXiv:2110.15802, 2021
12021
Towards Efficient and Robust Deep Learning: Handling Data Non-Ideality and Leveraging In-Memory Computing
S Kodge
Purdue University, 2024
2024
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Artikelen 1–12