| 29-Nov |
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IRDS™ invitation only meeting |
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| 30-Nov |
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End |
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| 9:00 AM ET |
3:00 PM ET |
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IRDS™ roadmap updates (12 groups 30 mins each + keynote) |
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| 1-Dec |
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| Start |
End |
Type |
Authors/Presenters |
Title |
| 10:00 AM ET |
10:15 AM ET |
Intro |
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| 10:15 AM ET |
11:15 AM ET |
Keynote |
Manish Parashar |
OSTP Future Advanced Computing Ecosystem (FACE) Overview |
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| 11:45 AM ET |
12:15 PM ET |
Full |
Michael Frank, Robert Brocato, Nancy Missert, Brian Tierney and Alexander H. Hsia |
Reversible Computing with Fast, Fully-Static, Fully-Adiabatic CMOS |
| 12:15 PM ET |
12:45 PM ET |
Full |
Rene Celis-Cordova, Alexei O. Orlov, Tian Lu, Jason M. Kulick and Gregory Snider |
Adiabatic Flip-Flop and SRAM Design for an Adiabatic Reversible Microprocessor |
| 12:45 PM ET |
1:00 PM ET |
Short |
Valeriu Beiu, Vlad-Florin Dragoi and Roxana-Mariana Beiu |
Why Reliability for Computing Needs Rethinking |
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| 1:00 PM ET |
2:00 PM ET |
Break |
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| 2:00 PM ET |
2:45 PM ET |
Keynote |
Man-Hong Yung |
What to expect for near-term quantum computing |
| 3:00 PM ET |
4:30 PM ET |
Poster Session |
Neil Thompson, Kristjan Greenewald, Keeheon Lee and Gabriel Manso |
The Computational Limits of Deep Learning |
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Can Cui, Otitoaleke G. Akinola, Naimul Hassan, Christopher H. Bennett, Matthew J. Marinella, Joseph S. Friedman and Jean Anne C. Incorvia |
Emulating winner-take-all in magnetic domain wall racetrack arrays for neuromorphic computing |
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Xuan Hu, Michael J. Schultis, Matthew Kramer, Archit Bagla, Akshay Shetty and Joseph S. Friedman |
Control Circuit Overhead for Stateful Memristor Logic |
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Xuan Hu, Maverick Chauwin, Felipe Garcia-Sanchez, Neilesh Betrabet, Alexandru Paler, Christoforos Moutafis and Joseph S. Friedman |
Skyrmion Logic System for Large-Scale Reversible Computing |
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Angel Yanguas-Gil, Sandeep Madireddy and Prasanna Balaprakash |
Optimal design of spiking neural networks with heterogeneous neurons, synapses, and synaptic plasticity mechanisms |
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Alexandru Paler and Robert Basmadjian |
Energy Cost of Quantum Circuit Optimisation — Why the Optimisation of Shor’s Algorithm Circuit Could Consume at Least 1 GWh |
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Lauren Pusey-Nazzaro and Prasanna Date |
Adiabatic Quantum Optimization Fails to Solve the Knapsack Problem |
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Matthew Daniels, Advait Madhavan, Philippe Talatchian, Alice Mizrahi and Mark Stiles |
Energy-efficient stochastic computing with superparamagnetic tunnel junctions |
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Ramtin Zand |
A Single-Cycle MLP Classifier Using Analog MRAM-based Neurons and Synapses |
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| 2-Dec |
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| Start |
End |
Type |
Authors/Presenters |
Title |
| 10:00 AM ET |
10:15 AM ET |
Intro |
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| 10:15 AM ET |
11:15 AM ET |
Keynote |
Iuliana Radu |
Devices for future compute: from transistors with 2D materials to qubits |
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| 11:45 AM ET |
12:15 PM ET |
Full |
Henke, Migliori and Kenyon |
Alien vs. Predator: Brain Inspired Sparse Coding Optimization on Neuromorphic and Quantum Devices |
| 12:15 PM ET |
12:45 PM ET |
Full |
Elijah Pelofske, Georg Hahn and Hristo Djidjev |
Advanced unembedding techniques for quantum annealers |
| 12:45 PM ET |
1:00 PM ET |
Short |
Erik DeBenedictis |
Adiabatic Circuits for Quantum Computer Control |
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| 1:00 PM ET |
2:00 PM ET |
Break |
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| 2:00 PM ET |
3:00 PM ET |
Keynote |
Gregory Cohen |
What a different approach to computing enables |
| 3:00 PM ET |
3:15 PM ET |
Short |
Christoph Roch, Alexander Impertro, Thomy Phan, Thomas Gabor, Sebastian Feld and Claudia Linnhoff-Popien |
Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA |
| 3:15 PM ET |
3:30 PM ET |
Short |
Daniel O’Malley, Hristo Djidjev and Boian Alexandrov |
Tucker-1 Boolean Tensor Factorization with Quantum Annealers |
| 3:30 PM ET |
3:45 PM ET |
Short |
Anastasiia Butko, George Michelogiannakis, Samuel Williams, Costin Iancu, David Donofrio, John Shalf, Jonathan Carter and Irfan Siddiqi |
Understanding Quantum Control Processor Capabilities and Limitations through Circuit Characterization |
| 3:45 PM ET |
4:00 PM ET |
Short |
Suhas Kumar, John Paul Strachan and Thomas Van Vaerenbergh |
Classical adiabatic annealing in memristor crossbar neural networks for combinatorial optimization |
| 4:00 PM ET |
4:30 PM ET |
Full |
Natesh Ganesh |
Rebooting Neuromorphic Hardware Design – A Complexity Engineering Approach |
| 3-Dec |
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| Start |
End |
Type |
Authors/Presenters |
Title |
| 10:00 AM ET |
10:15 AM ET |
Intro |
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| 10:15 AM ET |
11:00 AM ET |
Invited |
Todd Hylton |
Thermodynamic Computing: Filling the Gaps |
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| 11:45 AM ET |
12:15 PM ET |
Full |
Bruno Umbria Pedroni, Stephen Deiss, Nishant Mysore and Gert Cauwenberghs |
Design Principles of Large-Scale Neuromorphic Systems Centered on High Bandwidth Memory |
| 12:15 PM ET |
12:45 PM ET |
Full |
Jun Shiomi, Tohru Ishihara, Hidetoshi Onodera, Akihiko Shinya and Masaya Notomi |
An Optical Accelerator for Deep Neural Network Based on Integrated Nanophotonics |
| 12:45 PM ET |
1:00 PM ET |
Short |
Ruomin Zhu, Joel Hochstetter, Alon Loeffler, Adrian Diaz-Alvarez, Adam Stieg, James Gimzewski, Tomonobu Nakayama and Zdenka Kuncic |
Harnessing adaptive dynamics in neuro-memristive nanowire networks for transfer learning |
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| 1:00 PM ET |
2:00 PM ET |
Break |
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| 2:00 PM ET |
2:45 PM ET |
Invited |
Advait Madhavan |
Temporal State Machines: One step closer to temporal computers |
| 3:00 PM ET |
3:15 PM ET |
Short |
James Plank, Jiajia Zhao and Brent Hurst |
Reducing the Size of Spiking Convolutional Neural Networks by Trading Time for Space |
| 3:15 PM ET |
3:30 PM ET |
Short |
Prasanna Date, Christopher Carothers, John Mitchell, James Hendler and Malik Magdon-Ismail |
Training Deep Neural Networks with Constrained Learning Parameters |
| 3:30 PM ET |
3:45 PM ET |
Short |
Sourabh Kulkarni, Alexander Tsyplikhin, Mario Michael Krell and Csaba Andras Moritz |
Accelerating Simulation-based Inference with Emerging AI Hardware |
| 3:45 PM ET |
4:00 PM ET |
Short |
Brian Hoskins, Mathew W. Daniels, Siyuan Huang, Mark Branstad, Wen Ma, Hoang Tung, Jonathan Goodwill, Advait Madhavan, Mitchell Fream, Mark Stiles, Jabez Mcclelland, Gina Adam and Martin Lueker-Boden |
Progress in Low Rank Gradient Descent: From Software to Hardware |
| 4:00 PM ET |
4:15 PM ET |
Short |
Jeff Anderson, Engin Kayraklioglu, Hamid Reza Imani, Mario Miscuglio, Volker Sorger and Tarek El-Ghazawi |
Virtualizing Analog Mesh Computers: The Case of a Photonic PDE Solving Accelerator |
| 4:15 PM ET |
4:30 PM ET |
Closing |
Conference Wrap-up/Summary |
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