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Published in November 1998
Authors
Y. Lecun, L. Bottou, Y. Bengio, and P. Haffner
Abstract
Multilayer neural networks trained with the back-propagation algorithm constitute the best example of a successful gradient based learning technique. Given an appropriate network architecture, gradient-based learning algorithms can…
Published in July 2021
Authors
H. Tataria, M. Shafi, A. F. Molisch, M. Dohler, H. Sjöland, and F Tufvesson
Abstract
Mobile communications have been undergoing a generational change every ten years or so. However, the time difference between the so-called "G's"…
Published in May 2021
Authors
L. Ruff, J. R. Kauffmann, R. A. Vandermeulen, G. Montavon, W. Samek, M. Kloft, T. G. Dietterich, and K.-R. Müller
Abstract
Deep learning approaches to anomaly detection (AD) have recently improved the state of the art in detection…
Published in January 2021
Authors
F. Zhuang, Z. Qi, K. Duan, D. Xi, Y. Zhu, H. Zhu, H. Xiong, and Q. He
Abstract
Transfer learning aims at improving the performance of target learners on target domains by transferring the knowledge contained in different…
Special Issue: Optimization for Data-Driven Learning and Control Volume 108, Issue 11 November 2020
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Guest Editors
Guest Editors: Usman A. Khan, Waheed U. Bajwa, Angelia Nedić, Michael G. Rabbat, and Ali H. Sayed
Special Issue Papers
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Special Section: Magnet-Free Nonreciprocity Volume 108, Issue 10 October 2020
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Guest Editor
Guest Editor: Andrea Alù
Special Section Papers
Scanning the Section: Magnet-Free Nonreciprocity By A. Alù Tutorial on Electromagnetic Nonreciprocity and its Origins By V. S. Asadchy, M.…
Special Issue: Multienergy Systems Volume 108, Issue 9 September 2020
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Guest Editors
Michael ChertkovGöran Andersson
Special Issue Papers
Scanning the Issue By M. Chertkov and G. Andersson Integrated Electricity– Heat–Gas Systems: Techno–Economic Modeling, Optimization, and Application to Multienergy Districts By…
Special Issue: Nonsilicon, Non-von Neumann Computing—Part II Volume 108, Issue 8 August 2020
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Guest Editors
Sankar BasuRandal E. BryantGiovanni De MicheliThomas TheisLloyd Whitman
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Special Issue Papers
Scanning the Issue By S. Basu, R. E. Bryant, G. De Micheli, T. Theis,…
Special Issue: Self-Awareness for Autonomous Systems Volume 108, Issue 7 July 2020
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Guest Editors
Guest Editors: Nikil Dutt, Carlo S. Regazzoni, Bernhard Rinner, and Xin Yao
Special Issue Papers
Scanning the Issue By Nikil Dutt, Carlo S. Regazzoni, Bernhard…