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A1L-02
ISCAS 2022
|
Technical Lecture and Demo

Digital Circuits, Systems & Architectures for Machine Learning I (In-Person)

Room 2

Hardware Implementation of Low Complexity High-Speed Perceptron Block

Presented Date:Jul 07, 12:25pm UTC
ID: 1156
Presenter(s): Rituparna Choudhury
Author(s): Rituparna Choudhury, Shaik Rafi Ahamed, Prithwijit Guha

Accelerate Three-Dimensional Generative Adversarial Networks Using Fast Algorithm

Presented Date:Jul 07, 12:25pm UTC
ID: 1547
Presenter(s): Ziqi Su
Author(s): Ziqi Su, Wendong Mao, Zhongfeng Wang, Jun Lin, Wenqiang Wang, Haitao Sun

An Energy-Efficient CNN Accelerator for Multi-Object Real-Time Semantic Segmentation in Autonomous Vehicle

Presented Date:Jul 07, 12:25pm UTC
ID: 1741
Presenter(s): Jueun Jung
Author(s): Jueun Jung, Seungbin Kim, Wuyoung Jang, Hoichang Jeong, KYUHO LEE

HLS-Based Dataflow Hardware Architecture for Support Vector Machine in FPGA

Presented Date:Jul 07, 12:25pm UTC
ID: 1814
Presenter(s): Mohammad Amir Mansoori
Author(s): Mohammad Amir Mansoori, Mario Casu

A 49.5 mW Multi-Scale Linear Quantized Online Learning Processor for Real-Time Adaptive Object Detection

Presented Date:Jul 07, 12:25pm UTC
ID: 1877
Presenter(s): Seokchan Song
Author(s): Seokchan Song, Soyeon Kim, Gwangtae Park, Donghyeon Han, Hoi-Jun Yoo
Chair(s)
Boris Vaisband Headshot
Boris Vaisband
Affiliation
McGill University
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Inna Partin-Vaisband Headshot
Inna Partin-Vaisband
Affiliation
University of Illinois at Chicago
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