The event will be held virtually. To receive a link please register here.
All times below are in PDT (Los Angeles time).
Thursday 16 March, 2023
Start | End | Session | Speakers |
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9:00 | 9:15 | Welcome and Opening Remarks | |
Joshua Yang (Symposium Co-Chair) Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Yolanda Gil (Symposium Co-Chair) Senior Director, Information Sciences Institute, Viterbi School of Engineering; Director, Data Science Programs, Computer Science Department, Viterbi School of Engineering; Research Professor of Computer Science, Viterbi School of Engineering |
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Yannis Yortsos Dean of the Viterbi School of Engineering; Zohrab A. Kaprielian Dean’s Chair in Engineering and Chester Dolley Professor of Chemical and Petroleum Engineering, Viterbi School of Engineering |
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Craig Knoblock Keston Executive Director, Information Sciences Institute, Viterbi School of Engineering; Vice Dean of Engineering, Viterbi School of Engineering; Research Professor of Computer Science, Viterbi School of Engineering |
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9:15 | 10:05 | Session I: TinyML – Machine Learning for edge devices | |
Session chair: Jonathan May Research Associate Professor of Computer Science, Viterbi School of Engineering; Research Team Leader, Information Sciences Institute, Viterbi School of Engineering |
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Neural inertial navigation in ultra-resource-constrained (URC) devices Luis Garcia Research Assistant Professor of Computer Science, Viterbi School of Engineering; Research Lead, Information Sciences Institute, Viterbi School of Engineering |
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Embedding deep learning models within tiny IoT devices Peter Beerel Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Distributed transformer models in edge environments John Paul Walters Research Director, Information Sciences Institute, Viterbi School of Engineering |
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Collaborative training of large models at the edge Salman Avestimehr Dean’s Professor of Electrical and Computer Engineering and Computer Science, Viterbi School of Engineering |
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10:05 | 10:15 | Break | |
10:15 | 11:05 | Session II: Neuromorphic computing | |
Session chair: Stephen Crago Associate Director, Information Sciences Institute, Viterbi School of Engineering; Research Associate Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Brain–machine interfaces for probing the neural mechanisms of emotion regulation Maryam Shanechi Andrew and Erna Viterbi Early Career Chair and Associate Professor of Electrical and Computer Engineering - Systems, Biomedical Engineering, and Computer Science, Viterbi School of Engineering |
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Sensing biosignals through electronic skin Yasser Khan Assistant Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Computational models for hippocampal memory prostheses Dong Song Research Associate Professor of Biomedical Engineering, Viterbi School of Engineering |
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Neuromorphic image sensors through retina-inspired circuits Akhilesh Jaiswal Research Assistant Professor of Electrical and Computer Engineering, Viterbi School of Engineering; Research Scientist, Information Sciences Institute, Viterbi School of Engineering |
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11:05 | 11:15 | Break | |
11:15 | 12:00 | Invited Talk | |
AI to Advance Edge Computing for Next-Generation Networks Yiran Chen Professor of Electrical and Computer Engineering, Duke University |
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12:00 | 12:15 | Special Presentation | |
Opportunities for AI on the Edge Under the DOD Microelectronics Commons Program Stephen Crago Associate Director, Information Sciences Institute, Viterbi School of Engineering; Research Associate Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
Friday 17 March, 2023
Start | End | Session | Speakers |
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9:00 | 9:50 | Session III: Hardware-software co-design | |
Session chair: Keith Chugg Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Out-of-core graph analytics through multi-log memory updates Murali Annavaram Dean’s Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Accelerating Graph Neural Networks Viktor Prasanna Charles Lee Powell Chair in Electrical and Computer Engineering and Professor of Electrical and Computer Engineering and Computer Science, Viterbi School of Engineering |
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Processing-in-Pixel-in-Memory-based object Detection and Tracking Ajey Jacob Director of Advanced Electronics, Information Sciences Institute, Viterbi School of Engineering |
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Federated progressive sparsification Jose Luis Ambite Research Team Leader, Information Sciences Institute, Viterbi School of Engineering; Research Associate Professor of Computer Science, Viterbi School of Engineering |
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9:50 | 10:00 | Break | |
10:00 | 10:50 | Session IV: Post-CMOS hardware and device materials | |
Session chair: Peter Beerel Professor of Electrical and Computer Engineering |
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Phase change materials for energy efficient neuromorphic computing Jayakanth Ravichandran Associate Professor of Chemical Engineering and Materials Science and Electrical and Computer Engineering, Viterbi School of Engineering |
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Single-crystal indium phosphide (InP) field effect transistor (FET)-based artificial synapses Rehan Kapadia Associate Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Memristors with thousands of conductance levels for edge AI Joshua Yang Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Hybrid analog-digital computing enabled by memristors for mobile robots Wei Wu Associate Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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10:50 | 11:00 | Break | |
11:00 | 11:50 | PANEL DISCUSSION: AI at the Frontiers of Next-Generation Computing Architectures | |
Session chair: Joshua Yang Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Peter Beerel Professor of Electrical and Computer Engineering, Viterbi School of Engineering |
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Ajey Jacob Director of Advanced Electronics, Information Sciences Institute, Viterbi School of Engineering |
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Tony Levi Professor of Electrical and Computer Engineering and Physics and Astronomy, Viterbi School of Engineering |
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Jonathan May Research Associate Professor of Computer Science, Viterbi School of Engineering; Research Team Leader, Information Sciences Institute, Viterbi School of Engineering |
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11:50 | 12:00 | Concluding Remarks and Symposium Closing | |
Ishwar Puri Senior Vice President for Research and Innovation, University of Southern California; Professor of Aerospace and Mechanical Engineering, Viterbi School of Engineering |