F2L-D
ISCAS 2020
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Technical Lecture and Demo

Digital Circuits, Systems & Architectures for Machine Learning IV

TaxoNN: a Light-Weight Accelerator for Deep Neural Network Training

Presented Date:Jul 07, 12:37pm UTC
Presenter(s): Reza Hojabr
Author(s): Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi

Efficient Time-Multiplexed Realization of Feedforward Artificial Neural Networks

Presented Date:Jul 07, 12:37pm UTC
Presenter(s): Sajjad Parvin
Author(s): Levent Aksoy, Sajjad Parvin, Mohammadreza Nojehdeh, Mustafa Altun

A New MRAM-Based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision

Presented Date:Jul 07, 12:37pm UTC
Presenter(s): Hongjie Wang
Author(s): Hongjie Wang, Yang Zhao, Chaojian Li, Yue Wang, Yingyan Lin

Optimized Random Forest Classifier for Drone Pilot Identification

Presented Date:Jul 07, 12:37pm UTC
Presenter(s): Aysha Alharam
Author(s): Aysha Alharam, Abdulhadi Shoufan

Algorithmic Enablers for Compact Neural Network Topology Hardware Design: Review and Trends

Presented Date:Jul 07, 12:37pm UTC
Presenter(s): William Guicquero
Author(s): William Guicquero, Arnaud Verdant
Chair(s)
Yeong-Kang Lai Headshot
Yeong-Kang Lai
Affiliation
National Chung Hsing University
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Inna Partin-Vaisband Headshot
Inna Partin-Vaisband
Affiliation
University of Illinois at Chicago
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