Songwei Liu

Analog Tensor Processing With Carbon Nanotube In-Memory Matrix Multiplications for Edge Computer Vision Acceleration.

Computer vision requires intense tensor operations, primarily matrix multiplications, imposing substantial computation demands. Using hardware such as GPU and ASICs for acceleration offers a viable solution. Their application at edge, however, can be constrained by complexity in the computing architecture and incompati...