Kwondo Ma

According to our database, Kwondo Ma authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Error Resilience in Deep Neural Networks Using Neuron Gradient Statistics.

Chandramouli N. Amarnath, Mohamed Mejri, Kwondo Ma, Abhijit Chatterjee

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2024

Testing and Tuning of RRAM-Based DNNs: A Machine Learning-Assisted Approach.

Kwondo Ma, Anurup Saha, Suhasini Komarraju, Chandramouli N. Amarnath, Abhijit Chatterjee

Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

Efficient Optimized Testing of Resistive RAM Based Convolutional Neural Networks.

Anurup Saha, Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee

Proceedings of the 30th IEEE International Symposium on On-Line Testing and Robust System Design, 2024

Post-Manufacture Criticality-Aware Gain Tuning of Timing Encoded Spiking Neural Networks for Yield Recovery.

Anurup Saha, Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee

Proceedings of the IEEE European Test Symposium, 2024

Learning Assisted Post-Manufacture Testing and Tuning of RRAM-Based DNNs for Yield Recovery.

Kwondo Ma, Anurup Saha, Chandramouli N. Amarnath, Abhijit Chatterjee

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Signature Driven Post-Manufacture Testing and Tuning of RRAM Spiking Neural Networks for Yield Recovery.

Anurup Saha, Chandramouli N. Amarnath, Kwondo Ma, Abhijit Chatterjee

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

Secure Control Loop Execution of Cyber-Physical Devices Using Predictive State Space Checks.

Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee, Jacob A. Abraham

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Error Resilient Transformers: A Novel Soft Error Vulnerability Guided Approach to Error Checking and Suppression.

Kwondo Ma, Chandramouli N. Amarnath, Abhijit Chatterjee

Proceedings of the IEEE European Test Symposium, 2023

2022

Low Power Neural Network Accelerators Using Collaborative Weight Tuning and Shared Shift-Add optimization.

Kwondo Ma, Mohamed Mejri, Chandramouli N. Amarnath, Abhijit Chatterjee

Proceedings of the 65th IEEE International Midwest Symposium on Circuits and Systems, 2022

Efficient Low Cost Alternative Testing of Analog Crossbar Arrays for Deep Neural Networks.

Kwondo Ma, Anurup Saha, Chandramouli N. Amarnath, Abhijit Chatterjee

Proceedings of the IEEE International Test Conference, 2022

Soft Error Resilient Deep Learning Systems Using Neuron Gradient Statistics.

Chandramouli N. Amarnath, Mohamed Mejri, Kwondo Ma, Abhijit Chatterjee

Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022

2021

TESDA: Transform Enabled Statistical Detection of Attacks in Deep Neural Networks.

Chandramouli N. Amarnath, Aishwarya H. Balwani, Kwondo Ma, Abhijit Chatterjee

CoRR, 2021