A
Abdul A. S. Awwal
Researcher at Lawrence Livermore National Laboratory
Publications - 183
Citations - 3542
Abdul A. S. Awwal is an academic researcher from Lawrence Livermore National Laboratory. The author has contributed to research in topics: Optical computing & National Ignition Facility. The author has an hindex of 24, co-authored 180 publications receiving 2833 citations. Previous affiliations of Abdul A. S. Awwal include Wright State University & University of Dayton.
Papers
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Journal ArticleDOI
A State-of-the-Art Survey on Deep Learning Theory and Architectures
Zahangir Alom,Tarek M. Taha,Chris Yakopcic,Stefan Westberg,Paheding Sidike,Mst Shamima Nasrin,Mahmudul Hasan,Brian Van Essen,Abdul A. S. Awwal,Vijayan K. Asari +9 more
TL;DR: This survey presents a brief survey on the advances that have occurred in the area of Deep Learning (DL), starting with the Deep Neural Network and goes on to cover Convolutional Neural Network, Recurrent Neural Network (RNN), and Deep Reinforcement Learning (DRL).
Posted Content
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches.
Md. Zahangir Alom,Tarek M. Taha,Christopher Yakopcic,Stefan Westberg,Paheding Sidike,Mst Shamima Nasrin,Brian Van Essen,Abdul A. S. Awwal,Vijayan K. Asari +8 more
TL;DR: This report presents a brief survey on development of DL approaches, including Deep Neural Network (DNN), Convolutional neural network (CNN), Recurrent Neural network (RNN) including Long Short Term Memory (LSTM) and Gated Recurrent Units (GRU), Auto-Encoder (AE), Deep Belief Network (DBN), Generative Adversarial Network (GAN), and Deep Reinforcement Learning (DRL).
Book
Optical Computing: An Introduction
TL;DR: In this paper, a source on the rapidly changing field of optical computing is presented, where readers are taken through the relevant concepts of classical and Fourier optics, digital logic and digital image processing.
Journal ArticleDOI
Improved correlation discrimination using an amplitude-modulated phase-only filter.
TL;DR: A novel amplitude-modulated phase-only filter (AMPOF) is proposed for achieving improved correlation discrimination and is found to have significantly superior correlation discrimination capability.
Journal ArticleDOI
Polarization-encoded optical shadow-casting logic units: design.
TL;DR: A general design algorithm is presented for the multioutput polarization-encoded optical shadow-casting scheme and is used to determine the input pixel characteristics of a full adder and a full subtracter.