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Kwondo Ma
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Soft error resilient deep learning systems using neuron gradient statistics
C Amarnath, M Mejri, K Ma, A Chatterjee
2022 IEEE 28th International Symposium on On-Line Testing and Robust System …, 2022
72022
Efficient low cost alternative testing of analog crossbar arrays for deep neural networks
K Ma, A Saha, C Amarnath, A Chatterjee
2022 IEEE International Test Conference (ITC), 499-503, 2022
32022
TESDA: transform enabled statistical detection of attacks in deep neural networks
C Amarnath, AH Balwani, K Ma, A Chatterjee
arXiv preprint arXiv:2110.08447, 2021
32021
Error Resilience in Deep Neural Networks Using Neuron Gradient Statistics
C Amarnath, M Mejri, K Ma, A Chatterjee
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023
12023
Error Resilient Transformers: A Novel Soft Error Vulnerability Guided Approach to Error Checking and Suppression
K Ma, C Amarnath, A Chatterjee
2023 IEEE European Test Symposium (ETS), 1-6, 2023
12023
Signature Driven Post-Manufacture Testing and Tuning of RRAM Spiking Neural Networks for Yield Recovery
A Saha, C Amarnath, K Ma, A Chatterjee
2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 740-745, 2024
2024
Error Resilient Transformer Networks: A Novel Sensitivity Guided Approach to Error Checking and Suppression
K Ma, C Amarnath, A Chatterjee
European Test Symposium, 2023
2023
Secure Control Loop Execution of Cyber-Physical Devices Using Predictive State Space Checks
K Ma, C Amarnath, A Chatterjee, JA Abraham
2023 24th International Symposium on Quality Electronic Design (ISQED), 1-8, 2023
2023
Low Power Neural Network Accelerators Using Collaborative Weight Tuning and Shared Shift-Add optimization
K Ma, M Mejri, C Amarnath, A Chatterjee
2022 IEEE 65th International Midwest Symposium on Circuits and Systems …, 2022
2022
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