Recent & Upcoming Talks

2020

uGEMM: Unary Computing Architecture for GEMM Applications

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

Jun 1, 2020 — Virtually Online

Di Wu

Project Video

Introduction to Unary Computing

Present the basic concept of unary computing, as well as its mechanism and application.

Feb 24, 2020 —

Di Wu

Project

2019

Unary Computing for General Matrix Multiplication

Present uGEMM architecture, a high performance uanry computing architecture to unify the computation for both rate- and temporal-coded bit streams.

Oct 11, 2019 —

Di Wu

Project

In-Stream Stochastic Division and Square Root via Correlation

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

Jun 2, 2019 —

Di Wu

Project

Deep Learning and Stochastic Computing

Introduce deep learning and stochastic computing, as well as the latest research overlapping both.

Mar 13, 2019 —

Di Wu

2018

Nonlinear Stochastic Functions for Capsule Neural Network

Present design of nonlinear functions for stochastic computing, which can be used in Capsule Neural Network.

Oct 12, 2018 —

Di Wu

Project