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Proceedings of the IEEE, Volume 109

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Volume 109, Number 1, January 2021

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Andrew Lappalainen, Catherine Rosenberg:
Bridging the Digital Divide: Success Depends on Content Provider and Application Developer Involvement. 2-10
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Yue Xi, Bin Gao, Jianshi Tang, An Chen, Meng-Fan Chang, Xiaobo Sharon Hu, Jan Van der Spiegel, He Qian, Huaqiang Wu:
In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective. 14-42
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Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He:
A Comprehensive Survey on Transfer Learning. 43-76
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Nicolás Wainstein, Gina C. Adam, Eilam Yalon, Shahar Kvatinsky:
Radiofrequency Switches Based on Emerging Resistive Memory Technologies - A Survey. 77-95
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Adam Allerhand:
The first eight years of electric power transmission and distribution - 1873-1880. 96-108

Volume 109, Number 2, February 2021

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Markos Papageorgiou, Kyriakos-Simon Mountakis, Iasson Karafyllis, Ioannis Papamichail, Yibing Wang:
Lane-Free Artificial-Fluid Concept for Vehicular Traffic. 114-121
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Reinhold Haeb-Umbach, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc Delcroix, Tomohiro Nakatani:
Far-Field Automatic Speech Recognition. 124-148
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Patrick Girard, Yuanqing Cheng, Arnaud Virazel, Wei Zhao, Rajendra Bishnoi, Mehdi B. Tahoori:
A Survey of Test and Reliability Solutions for Magnetic Random Access Memories. 149-169
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Seda Dogan Tusha, Armed Tusha, Ertugrul Basar, Hüseyin Arslan:
Multidimensional Index Modulation for 5G and Beyond Wireless Networks. 170-199

Volume 109, Number 3, March 2021

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Changyang She, Chengjian Sun, Zhouyou Gu, Yonghui Li, Chenyang Yang, H. Vincent Poor, Branka Vucetic:
A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning. 204-246
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Wojciech Samek, Grégoire Montavon, Sebastian Lapuschkin, Christopher J. Anders, Klaus-Robert Müller:
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications. 247-278
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Zhongyi Quan, Lei Ge, Zhongbao Wei, Yunwei Li, Long Quan:
A Survey of Powertrain Technologies for Energy-Efficient Heavy-Duty Machinery. 279-308

Volume 109, Number 4, April 2021

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Heather M. Pennington, Charles J. Hanley, Jonathan D. Rogers:
Toward an Electromagnetic Event Resilient Grid. 315-319
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Santa Di Cataldo, Sukhan Lee, Enrico Macii, Birgit Vogel-Heuser:
Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution. 320-325
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Santa Di Cataldo, Sara Vinco, Gianvito Urgese, Flaviana Calignano, Elisa Ficarra, Alberto Macii, Enrico Macii:
Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions. 326-346
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Hui Yang, Prahalad K. Rao, Timothy W. Simpson, Yan Lu, Paul Witherell, Abdalla R. Nassar, Edward W. Reutzel, Soundar R. T. Kumara:
Six-Sigma Quality Management of Additive Manufacturing. 347-376
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Jiafu Wan, Xiaomin Li, Hong-Ning Dai, Andrew Kusiak, Miguel Martínez-García, Di Li:
Artificial-Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges. 377-398
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Tania Cerquitelli, Daniele Jahier Pagliari, Andrea Calimera, Lorenzo Bottaccioli, Edoardo Patti, Andrea Acquaviva, Massimo Poncino:
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools. 399-422
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Sang-Hoon Ji, Sukhan Lee, Sujeong Yoo, Il Hong Suh, In-So Kweon, Frank C. Park, Sang Hyoung Lee, Hongseok Kim:
Learning-Based Automation of Robotic Assembly for Smart Manufacturing. 423-440
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Dominik Baumann, Fabian Mager, Ulf Wetzker, Lothar Thiele, Marco Zimmerling, Sebastian Trimpe:
Wireless Control for Smart Manufacturing: Recent Approaches and Open Challenges. 441-467
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Kwang-Cheng Chen, Shih-Chun Lin, Jen-Hao Hsiao, Chun-Hung Liu, Andreas F. Molisch, Gerhard P. Fettweis:
Wireless Networked Multirobot Systems in Smart Factories. 468-494
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Priyanka Mahesh, Akash Tiwari, Chenglu Jin, Panganamala R. Kumar, A. L. Narasimha Reddy, Satish T. S. Bukkapatnam, Nikhil Gupta, Ramesh Karri:
A Survey of Cybersecurity of Digital Manufacturing. 495-516
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Chunjie Zhou, Bowen Hu, Yang Shi, Yu-Chu Tian, Xuan Li, Yue Zhao:
A Unified Architectural Approach for Cyberattack-Resilient Industrial Control Systems. 517-541
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Birgit Vogel-Heuser, Emanuel Trunzer, Dominik Hujo, Michael Sollfrank:
(Re)deployment of Smart Algorithms in Cyber-Physical Production Systems Using DSL4hDNCS. 542-555
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Greyce N. Schroeder, Charles Steinmetz, Ricardo Nagel Rodrigues, Renato Ventura Bayan Henriques, Achim Rettberg, Carlos Eduardo Pereira:
A Methodology for Digital Twin Modeling and Deployment for Industry 4.0. 556-567
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Robert Harrison, Daniel Alexandre Vera, Bilal Ahmad:
A Connective Framework to Support the Lifecycle of Cyber-Physical Production Systems. 568-581
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Kai-Björn Gemlau, Leonie Köhler, Rolf Ernst:
A Platform Programming Paradigm for Heterogeneous Systems Integration. 582-603

Volume 109, Number 5, May 2021

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Rama Chellappa, Sergios Theodoridis, André van Schaik:
Advances in Machine Learning and Deep Neural Networks. 607-611
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Bernhard Schölkopf, Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal, Yoshua Bengio:
Toward Causal Representation Learning. 612-634
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Guillermo Ortiz-Jiménez, Apostolos Modas, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard:
Optimism in the Face of Adversity: Understanding and Improving Deep Learning Through Adversarial Robustness. 635-659
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Luana Ruiz, Fernando Gama, Alejandro Ribeiro:
Graph Neural Networks: Architectures, Stability, and Transferability. 660-682
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Cong Fang, Hanze Dong, Tong Zhang:
Mathematical Models of Overparameterized Neural Networks. 683-703
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Randall Balestriero, Richard G. Baraniuk:
Mad Max: Affine Spline Insights Into Deep Learning. 704-727
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Petros Maragos, Vasileios Charisopoulos, Emmanouil Theodosis:
Tropical Geometry and Machine Learning. 728-755
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Lukas Ruff, Jacob R. Kauffmann, Robert A. Vandermeulen, Grégoire Montavon, Wojciech Samek, Marius Kloft, Thomas G. Dietterich, Klaus-Robert Müller:
A Unifying Review of Deep and Shallow Anomaly Detection. 756-795
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Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. 796-819
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S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers:
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises. 820-838
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Ming-Yu Liu, Xun Huang, Jiahui Yu, Ting-Chun Wang, Arun Mallya:
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications. 839-862
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Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou:
Tensor Methods in Computer Vision and Deep Learning. 863-890
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Krishna Somandepalli, Tanaya Guha, Victor R. Martinez, Naveen Kumar, Hartwig Adam, Shrikanth Narayanan:
Computational Media Intelligence: Human-Centered Machine Analysis of Media. 891-910
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Mike Davies, Andreas Wild, Garrick Orchard, Yulia Sandamirskaya, Gabriel A. Fonseca Guerra, Prasad Joshi, Philipp Plank, Sumedh R. Risbud:
Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook. 911-934
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Friedemann Zenke, Emre O. Neftci:
Brain-Inspired Learning on Neuromorphic Substrates. 935-950

Volume 109, Number 6, June 2021

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Xavier Oriols, David K. Ferry:
Why engineers are right to avoid the quantum reality offered by the orthodox theory? [point of view]. 955-961
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Mehrdad Ehsani, Chunting Chris Mi:
Electric and Hybrid Vehicles [Scanning the Issue]. 962-966
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Mehrdad Ehsani, Krishna Veer Singh, Hari Om Bansal, Ramin Tafazzoli Mehrjardi:
State of the Art and Trends in Electric and Hybrid Electric Vehicles. 967-984
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Siqi Li, Sizhao Lu, Chunting Chris Mi:
Revolution of Electric Vehicle Charging Technologies Accelerated by Wide Bandgap Devices. 985-1003
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Chunhua Liu, K. T. Chau, Christopher H. T. Lee, Zaixin Song:
A Critical Review of Advanced Electric Machines and Control Strategies for Electric Vehicles. 1004-1028
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Yulun Zhang, Ruby T. Nguyen, Bor Yann Liaw:
Status and Gap in Rechargeable Lithium Battery Supply Chain: Importance of Quantitative Failure Analysis. 1029-1038
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Iqbal Husain, Burak Ozpineci, Md Sariful Islam, Emre Gurpinar, Gui-Jia Su, Wensong Yu, Shajjad Chowdhury, Lincoln Xue, Dhrubo Rahman, Raj Sahu:
Electric Drive Technology Trends, Challenges, and Opportunities for Future Electric Vehicles. 1039-1059
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Frede Blaabjerg, Huai Wang, Ionut Vernica, Bochen Liu, Pooya Davari:
Reliability of Power Electronic Systems for EV/HEV Applications. 1060-1076
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M. Abul Masrur:
Hybrid and Electric Vehicle (HEV/EV) Technologies for Off-Road Applications. 1077-1093
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Thomas Rudolf, Tobias Schürmann, Stefan Schwab, Sören Hohmann:
Toward Holistic Energy Management Strategies for Fuel Cell Hybrid Electric Vehicles in Heavy-Duty Applications. 1094-1114
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Patrick Wheeler, Thusara Samith Sirimanna, Serhiy Bozhko, Kiruba S. Haran:
Electric/Hybrid-Electric Aircraft Propulsion Systems. 1115-1127
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Shima Nazari, Francesco Borrelli, Anna G. Stefanopoulou:
Electric Vehicles for Smart Buildings: A Survey on Applications, Energy Management Methods, and Battery Degradation. 1128-1144

Volume 109, Number 7, July 2021

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Marco Dorigo, Guy Theraulaz, Vito Trianni:
Swarm Robotics: Past, Present, and Future. 1152-1165
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Harsh Tataria, Mansoor Shafi, Andreas F. Molisch, Mischa Dohler, Henrik Sjöland, Fredrik Tufvesson:
6G Wireless Systems: Vision, Requirements, Challenges, Insights, and Opportunities. 1166-1199
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Yassine Hmamouche, Mustapha Benjillali, Samir Saoudi, Halim Yanikomeroglu, Marco Di Renzo:
New Trends in Stochastic Geometry for Wireless Networks: A Tutorial and Survey. 1200-1252
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Mohammad Parvez, Aaron T. Pereira, Nesimi Ertugrul, Neil E. Weste, Derek Abbott, Said F. Al-Sarawi:
Wide Bandgap DC-DC Converter Topologies for Power Applications. 1253-1275

Volume 109, Number 8, August 2021

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Jón Atli Benediktsson, Zebin Wu:
Distributed Computing for Remotely Sensed Data Processing. 1278-1281
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Zebin Wu, Jin Sun, Yi Zhang, Zhihui Wei, Jocelyn Chanussot:
Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing. 1282-1305
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Qian Du, Bo Tang, Weiying Xie, Wei Li:
Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery. 1306-1319
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Juan Mario Haut, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Javier Plaza, Juan-Antonio Rico-Gallego, Antonio Plaza:
Distributed Deep Learning for Remote Sensing Data Interpretation. 1320-1349
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Jun Li, Zhenjie Liu, Xinya Lei, Lizhe Wang:
Distributed Fusion of Heterogeneous Remote Sensing and Social Media Data: A Review and New Developments. 1350-1363
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Manojkumar Lokanathan, Palash V. Acharya, Abdelhamid Ouroua, Shannon M. Strank, Robert E. Hebner, Vaibhav Bahadur:
Review of Nanocomposite Dielectric Materials With High Thermal Conductivity. 1364-1397
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Zongxia Guo, Jialiang Yin, Yue Bai, Daoqian Zhu, Kewen Shi, Gefei Wang, Kaihua Cao, Weisheng Zhao:
Spintronics for Energy- Efficient Computing: An Overview and Outlook. 1398-1417

Volume 109, Number 9, September 2021

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Christian Timmerer, Mathias Wien, Lu Yu, Amy R. Reibman:
Special issue on Open Media Compression: Overview, Design Criteria, and Outlook on Emerging Standards. 1423-1434
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Jingning Han, Bohan Li, Debargha Mukherjee, Ching-Han Chiang, Adrian Grange, Cheng Chen, Hui Su, Sarah Parker, Sai Deng, Urvang Joshi, Yue Chen, Yunqing Wang, Paul Wilkins, Yaowu Xu, James Bankoski:
A Technical Overview of AV1. 1435-1462
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Benjamin Bross, Jianle Chen, Jens-Rainer Ohm, Gary J. Sullivan, Ye-Kui Wang:
Developments in International Video Coding Standardization After AVC, With an Overview of Versatile Video Coding (VVC). 1463-1493
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Dandan Ding, Zhan Ma, Di Chen, Qingshuang Chen, Zoe Liu, Fengqing Zhu:
Advances in Video Compression System Using Deep Neural Network: A Review and Case Studies. 1494-1520
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Jill M. Boyce, Renaud Doré, Adrian Dziembowski, Julien Fleureau, Joël Jung, Bart Kroon, Basel Salahieh, Vinod Kumar Malamal Vadakital, Lu Yu:
MPEG Immersive Video Coding Standard. 1521-1536
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Chao Cao, Marius Preda, Vladyslav Zakharchenko, Euee S. Jang, Titus B. Zaharia:
Compression of Sparse and Dense Dynamic Point Clouds - Methods and Standards. 1537-1558
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Antonin Descampe, Thomas Richter, Touradj Ebrahimi, Siegfried Foessel, Joachim Keinert, Tim Bruylants, Pascal Pellegrin, Charles Buysschaert, Gaël Rouvroy:
JPEG XS - A New Standard for Visually Lossless Low-Latency Lightweight Image Coding. 1559-1577
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Schuyler R. Quackenbush, Jürgen Herre:
MPEG Standards for Compressed Representation of Immersive Audio. 1578-1589
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Miska M. Hannuksela, Ye-Kui Wang:
An Overview of Omnidirectional MediA Format (OMAF). 1590-1606
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Jan Voges, Mikel Hernaez, Marco Mattavelli, Jörn Ostermann:
An Introduction to MPEG-G: The First Open ISO/IEC Standard for the Compression and Exchange of Genomic Sequencing Data. 1607-1622

Volume 109, Number 10, October 2021

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Hadi Sarieddeen, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
An Overview of Signal Processing Techniques for Terahertz Communications. 1628-1665
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Shiwen He, Yan Zhang, Jiaheng Wang, Jian Zhang, Ju Ren, Yaoxue Zhang, Weihua Zhuang, Xuemin Shen:
A Survey of Millimeter-Wave Communication: Physical-Layer Technology Specifications and Enabling Transmission Technologies. 1666-1705
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Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li:
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. 1706-1752
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Chongbin Chen, Junmin He, Hongqing Sun:
Birth of the First Ruby Laser in China. 1753-1763

Volume 109, Number 11, November 2021

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Yash Sherry, Neil C. Thompson:
How Fast Do Algorithms Improve? [Point of View]. 1768-1777
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Dianlei Xu, Tong Li, Yong Li, Xiang Su, Sasu Tarkoma, Tao Jiang, Jon Crowcroft, Pan Hui:
Edge Intelligence: Empowering Intelligence to the Edge of Network. 1778-1837
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Evlampios Apostolidis, Eleni Adamantidou, Alexandros I. Metsai, Vasileios Mezaris, Ioannis Patras:
Video Summarization Using Deep Neural Networks: A Survey. 1838-1863
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Kjell-Ove Widman, Anders Wik:
Swedish Cryptology I [Scanning Our Past]. 1864-1872

Volume 109, Number 12, December 2021

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Luca Chiaraviglio, Sara Turco, Giuseppe Bianchi, Nicola Blefari-Melazzi:
Do Dense 5G Networks Increase Exposure to Electromagnetic Fields? [Point of View]. 1880-1887
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Peipei Jiang, Qian Wang, Muqi Huang, Cong Wang, Qi Li, Chao Shen, Kui Ren:
Building In-the-Cloud Network Functions: Security and Privacy Challenges. 1888-1919
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Sudarsana Reddy Kadiri, Paavo Alku, Bayya Yegnanarayana:
Extraction and Utilization of Excitation Information of Speech: A Review. 1920-1941
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Kjell-Ove Widman, Anders Wik:
Swedish Cryptology II [Scanning Our Past]. 1942-1951

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