Opening Speech

Yiran Chen

Professor, Duke University
Time: Sept. 18th, 2020, 11:30AM ~ 12PM (EST)

Pilot Talk 1

Kaushik Roy

Professor, Purdue University
Title: In-Memory Computing based Machine Learning Accelerators: Opportunities and Challenges
Time: Sept. 18th, 2020, 12PM ~ 1PM (EST)

Pilot Talk 2

Onur Mutlu

Professor, ETH Zurich
Title: Intelligent Architectures for Intelligent Machines
Time: Oct. 26th, 2020, 11AM ~ 12PM (EST)

Pilot Talk 3

Stephen S. Pawlowski

Corporate Vice President of Advanced Computing and Emerging Memory Solutions at Micron Technology
Title: The Challenges and Opportunities of Processing-in-Memory
Time: Dec. 10th, 2020, 11AM ~ 12PM (EST)

Pilot Talk 4

Xian-He Sun

Professor, Illinois Institute of Technology
Title: The Challenges and Opportunities of Processing-in-Memory: A performance point of view
Time: Jan. 7th, 2021, 11AM ~ 12PM (EST)

Pilot Talk 5

Ram K. Krishnamurthy

Senior Principal Engineer at Intel Labs
Title: High performance and energy efficient circuit technologies for sub-7nm AI accelerators and
in-memory/near-memory computing
Time: Feb. 5th, 2021, 10AM ~ 11AM (EST)

Pilot Talk 6

Qinru Qiu

Professor, Syracuse University
Title: Neuromorphic Computing on Neuromorphic Processors: A Non von Neumann Approach to
Machine Intelligence
Time: Mar. 5th, 2021, 11AM ~ 12PM (EST)

Day 1: March 17, 2021

Date/Time (EST)Speaker
Mar. 17, 10:00amIntroduction by Workshop Organizers. Dr. Yiran Chen
Mar. 17, 10:15amKeynote 1:

Alex K. Jones

Program Director at National Science Foundation
Title: A Perspective on PIM Research

Mar. 17, 11:00amKeynote 2:

An Chen

Executive Director at Semiconductor Research Corporation
Title:Accelerating Deep Neural Networks with In-Memory Analog Computing

Mar. 17, 11:45amPanel 1: Applications. Moderator: Dr. Ulf Schlichtmann
Panelists:
Yulia Sandamirskaya, Senior Researcher at Intel
Ananth Kalyanaraman, Professor, Washington State University
Saugata Ghose, Assistant Professor, University of Illinois at Urbana-Champaign
Diana Marculescu, Professor, University of Texas at Austin
Mar. 17, 13:00pmLunch
Mar. 17, 14:00pmKeynote 3:

Krishnendu Chakrabarty

Professor, Duke University
Title:Testing and Fault-Tolerance Solutions for ReRAM-Based Processing-in-Memory Systems

Mar. 17, 14:45pmPanel 2: Architecture. Moderator: Dr. Yiran Chen
Panelists:
Kevin Skadron, Professor, University of Virginia
Jing (Jane) Li, Associate Professor, University of Pennsylvania
Rajeev Balasubramonian, Professor, University of Utah
José F. Martínez, Professor, Cornell University
Joseph Michael Coyle, Army Research Laboratory
Mar. 17, 16:00pmPanel 3: Systems. Moderator: Partha Pratim Pande
Panelists:
Sudeep Pasricha, Professor, Colorado State University
Anand Raghunathan, Professor, Purdue University
Vijaykrishnan Narayanan, Professor, Pennsylvania State University
Janardhan Rao (Jana) Doppa, Associate Professor, Washington State University
Mar. 17, 17:15pmPanel 4: Devices and Circuits. Moderator: Dr. Sharon Hu
Panelists:
Suman Datta, Professor, University of Notre Dame
Boris Murmann, Professor, Stanford University
Naresh R. Shanbhag, Professor, University of Illinois at Urbana-Champaign
Catherine E. Graves, Research Scientist at Hewlett Packard Laboratories
Mar. 17, 18:30pmDay 1 Conclusion

Day 2: March 18, 2021

Date/Time (EST)Speaker
Mar. 18, 10:00amSummary of Day 1 and Introduction of Day 2 Program
Mar. 18, 10:15amKeynote 4:

Hsien-Hsin Sean Lee

Facebook AI Research SysML
Title: When Memory Meets ML on Social Network Platforms

Mar. 18, 11:00amRoundtable Breakout Rooms in Parallel
Room 1: Devices, Circuits and Architecture
Moderator:
Dr. Michael Niemier, Professor, University of Notre Dame
Dr. Rujia Wang, Assistant Professor, Illinois Institute of Technology

Room 2: Systems and Applications
Moderator:
Dr. Partha Pratim Pande
Dr. Ulf Schlichtmann
Mar. 18, 12:15pmFeedback and Open Mic
Mar. 18, 13:00pmAdjourn