Predicting Accuracy of a Machine Learning Model

Artificial Intelligence

Predicting Accuracy of a Machine Learning Model

Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing

Smart Environment-Aware Lower-Limb Robotic Prosthesis

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

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

Fearture Corrections and Regeneration for Robust Sensing, Computer Vision, and Classfification

Programmable In-Memory Computing Accelerator for Low-Precision Deep Neural Network Inference

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

Memory Efficient, Multi-Domain On-Device Machine Learning