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D2L-K
ISCAS 2020
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Technical Lecture and Demo

SPECIAL SESSION: Neuromorphic Computing with Emerging Devices

CMOS-Free Magnetic Domain Wall Leaky Integrate-and-Fire Neurons with Intrinsic Lateral Inhibition

Presented Date:Jul 07, 11:56am UTC
Presenter(s): Wesley Brigner
Author(s): Naimul Hassan, Wesley Brigner, Xuan Hu, Otitoaleke Akinola, Christopher Bennett, Matthew Marinella, Felipe Garcia-Sanchez, Jean Anne Incorvia, Joseph Friedman

Plasticity-Enhanced Domain-Wall MTJ Neural Networks for Energy-Efficient Online Learning

Presented Date:Jul 07, 11:56am UTC
Presenter(s): Christopher Bennett
Author(s): Christopher Bennett, Tianyo Patrick Xiao, Can Cui, Naimul Hassan, Otitoaleke Akinola, Jean Anne Incorvia, Alvaro Velasquez, Joseph Friedman, Matthew Marinella

Metaplasticity in Multistate Memristor Synaptic Networks

Presented Date:Jul 07, 11:56am UTC
Presenter(s): Fatima Tuz Zohora
Author(s): Fatima Tuz Zohora, Abdullah Zyarah, Nicholas Soures, Dhireesha Kudithipudi

A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making

Presented Date:Jul 07, 11:56am UTC
Presenter(s): Giacomo Pedretti
Author(s): Giacomo Pedretti, Valerio Milo, Shahin Hashemkhani, Piergiulio Mannocci, Octavian Melnic, Elisabetta Chicca, Daniele Ielmini

Towards Hardware Optimal Neural Network Selection with Multi-Objective Genetic Search

Presented Date:Jul 07, 11:56am UTC
Presenter(s): Olga Krestinskaya
Author(s): Olga Krestinskaya, Khaled Salama, Alex James
Chair(s)
Joseph Friedman Headshot
Joseph Friedman
Affiliation
University of Texas at Dallas
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Wang Kang Headshot
Wang Kang
Affiliation
Beihang University
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