External Talks

Talks in Industry

An Open Source Framework for Exploring Dataflow and Generating DNN Accelerators Supporting Flexible Dataflow
Yorktown Heights, NY
IBM Research
Nov. 2018 (scheduled)

A Communication-driven Approach to Design Flexible DNN Accelerators
WebEx Talk
Western Digital
Sep. 2018

Cost-benefit Analysis of Application Mappings Strategies in Accelerators
Westford, MA
NVIDIA
Aug. 2018

Optimizing Networks-on-Chip for Deep Learning Accelerators using Micro Switches
Westford, MA
NVIDIA
Aug. 2017

Automatic Generation of Low-latency Networks-on-Chip
Framingham, MA
Bluespec Inc.
Jul. 2017

Talks in Universities (other than Georgia Tech)

An Open Source Framework for Generating Modular DNN Accelerators
Supporting Flexible Dataflow
Cambridge, MA
Massachusetts Institute of Technology (MIT)
Jul. 2018

A Communication-driven Approach to Design Flexible DNN Accelerators
Pittsburgh, PA
Carnegie Mellon University (CMU)
May. 2018

Designing CNN Accelerators using Bluespec System Verilog
Seoul, Korea
A three-day course for undergraduate students at Seoul National University (SNU)
Dec. 2017
[Slides_Day1][Slides_Day2][Slides_Day3][Lab_Code]

Light-weight and high-performance NoC for DNN Accelerators
Seoul, Korea
Konkuk University (KU)

Oct. 2017

Tutorials / Demos

MAERI: An open Source Framework for Generating Modular DNN Accelerators supporting Flexible Dataflow
Los Angeles, CA
Tutorial in International Symposium on Compute Architecture (ISCA)
Jun. 2018
[Tutorial web page]

MAESTRO: An Opensource Infrastructure for Modeling Dataflows within Deep Learning Accelerators
Williamsburg, VA
Workshop on Cognitive Architectures (CogArch)
Mar. 2018

OpenSMART: An Opensource Single-cycle Multi-hop NoC Generator
Denver, CO
Workshop on Open Source Supercomputing  (OpenSuCo)
Nov. 2017

Talks in Conferences/Workshops

MAERI: Enabling Flexible Dataflow Mapping over DNN Accelerators via Reconfigurable Interconnects
Williamsburg, VA
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)
Mar. 2018

Rethinking NoCs for  Spatial Neural Network Accelerators
Seoul, Korea
The International Symposium on Networks-on-Chip (NOCS)
Oct. 2017

Adaptive Manycore Architectures for Big Data Computing
Seoul, Korea
The International Symposium on Networks-on-Chip (NOCS)
Oct. 2017

Proving Flow Security of Sequential Logic via Automatically-Synthesized Relational Invariants
Santa Barbara, CA
Computer Security Foundations Symposium (CSF)
Aug. 2017

OpenSMART: Single-cylce Multi-hop NoC Generator in BSV and Chisel
Santa Rosa, CA
International Symposium on Performance Analysis of Systems and Software (ISPASS)
Aug. 2017