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 | 7 | 2022 |
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 | 3 | 2022 |
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 | 3 | 2021 |
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 | 1 | 2023 |
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 | 1 | 2023 |
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 |