Kwondo Ma

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Error Resilient

Biologically Plausible

Top Venues

Publications

Kwondo Ma, Anurup Saha, Chandramouli N. Amarnath, Abhijit Chatterjee
Learning Assisted Post-Manufacture Testing and Tuning of RRAM-Based DNNs for Yield Recovery. DATE (2024)
Anurup Saha, Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee
Efficient Optimized Testing of Resistive RAM Based Convolutional Neural Networks. IOLTS (2024)
Chandramouli N. Amarnath, Mohamed Mejri, Kwondo Ma, Abhijit Chatterjee
Error Resilience in Deep Neural Networks Using Neuron Gradient Statistics. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (4) (2024)
Anurup Saha, Chandramouli N. Amarnath, Kwondo Ma, Abhijit Chatterjee
Signature Driven Post-Manufacture Testing and Tuning of RRAM Spiking Neural Networks for Yield Recovery. ASPDAC (2024)
Anurup Saha, Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee
Post-Manufacture Criticality-Aware Gain Tuning of Timing Encoded Spiking Neural Networks for Yield Recovery. ETS (2024)
Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee, Jacob A. Abraham
Secure Control Loop Execution of Cyber-Physical Devices Using Predictive State Space Checks. ISQED (2023)
Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee
Error Resilient Transformers: A Novel Soft Error Vulnerability Guided Approach to Error Checking and Suppression. ETS (2023)
Kwondo Ma, Anurup Saha, Chandramouli N. Amarnath, Abhijit Chatterjee
Efficient Low Cost Alternative Testing of Analog Crossbar Arrays for Deep Neural Networks. ITC (2022)
Chandramouli N. Amarnath, Mohamed Mejri, Kwondo Ma, Abhijit Chatterjee
Soft Error Resilient Deep Learning Systems Using Neuron Gradient Statistics. IOLTS (2022)
Kwondo Ma, Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee
Low Power Neural Network Accelerators Using Collaborative Weight Tuning and Shared Shift-Add optimization. MWSCAS (2022)
Chandramouli N. Amarnath, Aishwarya H. Balwani, Kwondo Ma, Abhijit Chatterjee
TESDA: Transform Enabled Statistical Detection of Attacks in Deep Neural Networks. CoRR (2021)