Recent & Upcoming Talks

Unary Computing

(UW-Madison ECE757 Guest Lecture) Present the current unary computing stack.

uGEMM: Unary Computing Architecture for GEMM Applications

(ISCA'20) Present an ultra-low power unary computing architecture for GEMM, which is compatible for both temporal and rate coding.

Introduction to Unary Computing

(UW-Madison ECE757 Guest Lecture) Present the basic concept of unary computing, as well as its mechanism and application.

Unary Computing for General Matrix Multiplication

(UW-Madison Computer Architecture Affiliate Meeting) Present uGEMM architecture, a high performance uanry computing architecture to unify the computation for both rate- and temporal-coded bit streams.

In-Stream Stochastic Division and Square Root via Correlation

(DAC'19) Present division and square root design in stochastic computing, which achieve high accuracy and efficiency by leveraging stochastic correlation among bit streams.

Deep Learning and Stochastic Computing

(UW-Madison ECE752 Guest Lecture) Introduce deep learning and stochastic computing, as well as the latest research overlapping both.

Nonlinear Stochastic Functions for Capsule Neural Network

(UW-Madison Computer Architecture Affiliate Meeting) Present design of nonlinear functions for stochastic computing, which can be used in Capsule Neural Network.