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

Algorithm Development

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

Enhanced Applications of Molecular Libraries

Connection Topology Optimization of Photovoltaic Arrays Using Neural Networks

Maximum Power Point Tracking through Load Management

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

High Performance Computing Framework for Accelerating Sparse Cholesky Factorization on FPGAs

Memory Efficient, Multi-Domain On-Device Machine Learning

Fast and Efficient Max/Min Searching in DRAM

Processing-In-Memory (PIM) Platform for mRNA Quantification

Optimizing Solar Power using Array Topology Reconfiguration and Deep Neural Network