Linghao Song

Linghao Song is an Assistant Professor of Electrical & Computer Engineering at Yale University. His research focuses on areas related to electrical and computer engineering. He is affiliated with the Electrical Engineering department at Yale University. His profile page provides additional details about his work and contributions in the field.

Linghao Song is an Assistant Professor at Yale University specializing in Machine Learning Accelerator and Computer Systems. His research focuses on designing efficient hardware accelerators for deep learning and graph processing, leveraging emerging technologies like ReRAM. Song's work includes developing pipelined accelerators for deep neural networks, optimizing sparse matrix operations, and exploring hybrid parallelism for deep learning systems. His publications cover a range of topics, including adversarial attacks on object detectors, distributed mobile systems for large-scale DNNs, and neuromorphic computing architectures. His research aims to improve the performance, energy efficiency, and scalability of machine learning systems through innovative hardware-software co-design.