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B1uL-02
ISCAS 2022
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Technical Lecture and Demo

Digital Circuits & Systems for Machine Learning

Room 2

Reduce Computing Complexity of Deep Neural Networks Through Weight Scaling

Presented Date:Jul 07, 11:28am UTC
ID: 1283
Presenter(s): Mohammed F Tolba
Author(s): Mohammed F Tolba, Hani Saleh, Mahmoud Alqutayri, Baker Mohammad

Wavelet Transform Assisted Neural Networks for Human Activity Recognition

Presented Date:Jul 07, 11:28am UTC
ID: 1381
Presenter(s): Roshwin Sengupta
Author(s): Roshwin Sengupta, Ilia Polian, John Hayes

A Mixed Precision, Multi-GPU Design for Large-Scale Top-K Sparse Eigenproblems

Presented Date:Jul 07, 11:28am UTC
ID: 1570
Presenter(s): Francesco Sgherzi
Author(s): Francesco Sgherzi, Alberto Parravicini, Marco Domenico Santambrogio

A High-Performance RNS LSTM Block

Presented Date:Jul 07, 11:28am UTC
ID: 1802
Presenter(s): Vasilis Sakellariou
Author(s): Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani Saleh, Thanos Stouraitis

Mitigating Asynchronous QDI Drawbacks on MAC Operators with Approximate Multipliers

Presented Date:Jul 07, 11:28am UTC
ID: 2046
Presenter(s): Rodrigo Wuerdig
Author(s): Rodrigo Wuerdig, Marcos Sartori, Brunno Abreu, Sergio Bampi, Ney Calazans
Chair(s)
Arindam Sanyal Headshot
Arindam Sanyal
Affiliation
Arizona State University
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Tawfiq Musah Headshot
Tawfiq Musah
Affiliation
Ohio State University
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