Portrait of Yang Wang

Yang Wang

Researcher

News & features

In the news | PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization

PIM-DL is the first deep learning framework specifically designed for off-the-shelf processing-in-memory (PIM) systems, capable of offloading most computations in neural networks. Its goal is to surmount the computational limitations of PIM hardware by replacing traditional compute-heavy matrix multiplication operations…

In the news | "LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup"