Artificial Intelligence

Hardware-Noise-Aware Training for Improved Accuracy of In-Memory-Computing-Based Deep Neural Networks

Smart Environment-Aware Lower-Limb Robotic Prosthesis

Binary Neural Network for Improved Accuracy and Defense Against Bit-Flip Attacks

Memory Efficient, Multi-Domain On-Device Machine Learning

Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing

Machine Learning Algorithm to Identify Macrostates & Design Microstates Consistent with Specific Macrostate

Predicting Accuracy of a Machine Learning Model

Independent Audit and Assessment Framework for AI Systems

Enhancing Fairness Through Aleatoric Uncertainty