In the Institute of Electrical and Electronics Engineers, a small number of members are designated as fellows for having made significant accomplishments to the field. The IEEE Fellows are grouped by the institute according to their membership in the member societies of the institute. This list is of IEEE Fellows from the IEEE Computational Intelligence Society (IEEE-CIS).[1]
| Year | Fellow | Citation | |
|---|---|---|---|
| 1978 | Li, Ching C | For contributions to biocybernetics | |
| 1978 | Mendel, Jerry | For contributions to system identification, state estimation, and their application to aerospace technology | |
| 1983 | Lendaris, George | For conceiving, developing and implementing the use of sampled optical diffraction patterns for image analysis | |
| 1986 | Willsky, Alan | For contributions to the theory of estimation and detection in stochastic systems and their application | |
| 1988 | Harashima, Fumio | For contribution to motion control systems and industrial electronics | |
| 1990 | For contributions to the theory of optimal economic operation of hydrothermal power systems | ||
| 1991 | Robinson, Charles | For leadership in the field of rehabilitation engineering research and development | |
| 1992 | Bezdek, James | For contributions to the theory and applications of classifier design and clustering algorithms using pattern recognition techniques based on fuzzy models | |
| 1992 | Vandewalle, Joos | For contributions to the mathematics of nonlinear circuits and systems | |
| 1993 | Hasler, Martin | For contributions to research and teaching in nonlinear circuits theory | |
| 1993 | Lau, Clifford | For technical and managerial contributions to neural networks and electrical system reliability | |
| 1994 | Inada, Koichi | For contributions to the development of low-loss, high reliability optical fiber and cables | |
| 1994 | Usui, Shiro | For contributions to applications of neural networks to color vision discrimination | |
| 1994 | Lewis, Frank | For contributions to descriptor systems and to control system education | |
| 1995 | Fukuda, Toshio | For the development of distributed intelligent robotics and system control with neuron-fuzzy-genetic-algorithms based computational intelligence | |
| 1996 | For contributions to engineering education in the area of neural networks | ||
| 1996 | For contributions to digital image scanning algorithms | ||
| 1996 | Fan, Changxin | For contributions to and leadership in the area of communication engineering education and research | |
| 1996 | Ruspini, Enrique | For contributions to the understanding of fuzzy logic concepts and their application to pattern recognition and numerical classification | |
| 1996 | Salem, Fathi | For contributions to the development of tools for the analysis and design of nonlinear and chaotic circuits and systems | |
| 1996 | Sundararajan, N | For technical leadership in the indigenous design and development of India's satellite launch vehicles and for contributions to the development of aerospace systems | |
| 1996 | Yevick, David | For contributions to the numerical simulation of guided-wave components and devices and to the theory of optical processes in semiconductors | |
| 1997 | Kameyama, Michitaka | For contributions to the development of multiple-valued intelligent integrated systems. | |
| 1997 | Ogorzalek, Maciej | For contributions to the theory, analysis, and control of nonlinear dynamic systems and chaotic phenomena | |
| 1997 | Koyanagi, Mitsumasa | For the invention of the stacked capacitor DRAM cell | |
| 1997 | Lee, Tsu-tian | For contributions to the analysis and control of walking robots and leadership in robotics engineering education | |
| 1997 | For contributions to the theory and practice of neural networks | ||
| 1998 | Chen, Young-kai | For contributions to ultra-short pulse generation using semiconductor lasers, integrated laser-modulators, and high frequency InPHBATs | |
| 1998 | Kuh, Anthony | For contributions to the analysis of neural network models and their application to signal processing | |
| 1998 | Lee, Sukhan | For contributions to human-machine systems and intelligent robots through development of teleoperator control systems and neural networks | |
| 1998 | Dillon, Tharam | For leadership in the development of optimizations for power systems. | |
| 1998 | Lu, Yong-zai | For contributions to modeling and intelligent control of industrial systems | |
| 1998 | For contributions to learning algorithms with competition | ||
| 1998 | Sheble, Gerald | For contributions to the development of Auction Methods as an alternative to power system optimization methods addressing the de-regulation of the electric utility business | |
| 1999 | Bayoumi, Magdy | For contributions to application specific digital signal processing architectures and computer arithmetic | |
| 1999 | El-khamy, Said | For contributions to signaling techniques for propagation through natural media | |
| 1999 | For contributions to the scientific advancement of evolutionary computation | ||
| 2000 | Golestani, S Jamaloddin | For contributions to the theory of congestion control and provision of fairness and guaranteed services in packet networks | |
| 2000 | For contributions to the theory and applications of artificial neural networks | ||
| 2000 | Pei, Soo-chang | For contributions to the development of digital eigenfilter design, color image coding and signal compression, and to electrical engineering education in Taiwan | |
| 2000 | Plamondon, Rejean | For contributions to signature verification, handwriting recognition, assisted learning and biosignal analysis | |
| 2000 | Principe, Jose | For development of the gamma neural model and for its applications in signal processing | |
| 2000 | Keller, James | For contributions to the integration of fuzzy set theoretic technologies into computer vision and pattern recognition | |
| 2000 | For contributions to fuzzy logic, model identifications, soft computing, artificial intelligence, and reasoning under uncertainty | ||
| 2000 | Sun, Yuan-chen | For contributions to advanced CMOS technology | |
| 2000 | Wilamowski, Bogdan | For contributions to industrial electronics and static induction devices | |
| 2001 | For contributions to pattern recognition, especially Indian language script OCR, document processing and natural language processing | ||
| 2001 | For contributions to neural network techniques and embedded digital architectures for industrial applications | ||
| 2001 | Brown, Donald | For contributions to the design and development of data fusion systems used for national security, law enforcement, and public safety | |
| 2001 | For contributions to the computational intelligence field, including particle swarm optimization and diagnostic systems. | ||
| 2001 | Petriu, Emil | For contributions to the development of pseudorandom encoding techniques for absolute position measurement | |
| 2001 | Shi, Bertram | For contributions to the analysis, implementation and application of cellular neural networks | |
| 2002 | Kraft, Donald | For contributions to text retrieval via fuzzy set theory and genetic algorithms | |
| 2002 | Pal, Debajyoti | For contributions to the theory and practice of the use of excess bandwidth and diversity in adaptive equalization for data transmission | |
| 2003 | Hall, Lawrence | For contributions to the theory and practice of fuzzy pattern recognition | |
| 2003 | Kaynak, Okyay | For contributions to variable structure systems theory and its applications in mechatronics | |
| 2003 | Leland, Will | For contributions to the characterization of traffic on data networks | |
| 2003 | Martinez, David | For technical leadership in the development of high performance embedded computing for real-time defense systems | |
| 2004 | Fradkov, Alexander | For contributions to adaptive and nonlinear systems | |
| 2004 | Wang, Deliang | For contributions to advancing oscillatory correlation theory and its application to auditory and visual scene analysis | |
| 2004 | Siegel, Mel | For contributions to the field of sensors, measurement and robotics | |
| 2005 | For contributions to fuzzy learning, theory and applications | ||
| 2005 | Pal, Nikhil Ranjan | For contributions to neural networks and fuzzy logic in pattern recognition | |
| 2005 | For contributions to the identification of synchronous generator models and innovations in power grid control | ||
| 2005 | Lin, Chin Teng | For contributions to biologically inspired information Systems | |
| 2005 | Liu, Derong | For contributions to nonlinear dynamical systems and recurrent neural networks | |
| 2005 | Yano, Kazuo | For contributions to nanostructured-silicon devices and circuits and advanced CMOS logic | |
| 2005 | For contributions to robust computer vision techniques | ||
| 2005 | For contributions to hardware implementations of reinforcement and unsupervised learning | ||
| 2006 | For contributions to use of fuzzy logic in decision making and control | ||
| 2006 | For contributions to engineering education at university and pre-college levels | ||
| 2006 | Chang, Chung-ju | For contributions to radio resource management for mobile communication systems. | |
| 2006 | For contributions to ant colony optimization and swarm intelligence | ||
| 2006 | Ge, Shuzhi | For contributions to theory and analysis of stable adaptive neural networks for intelligent control systems | |
| 2006 | For contributions to semiconductor manufacturing and engineering education | ||
| Krishnapuram, Raghu | For contributions to soft computing for computer vision and media mining | ||
| 2006 | Miranda, Vladimiro | For contributions to computational intelligence tools in electric power systems. | |
| 2006 | For contributions to reinforcement learning methods and their neural network implementations | ||
| 2006 | Polycarpou, Marios | For contributions to the theory and application of intelligent systems and control | |
| 2006 | For contributions to the development of Digital Video Broadcasting (DVB). | ||
| 2006 | Zhang, Qijun | For contributions to linear and nonlinear microwave modeling and circuit optimization | |
| 2006 | Zheng, Nan-ning | For contributions to information processing | |
| 2007 | For applications of satellite data and airborne LIDAR imagery | ||
| 2007 | Chen, C L Philip | For contributions to intelligent manufacturing systems design and integration | |
| 2007 | Chow, Mo-yuen | For contributions to diagnostics and control in mechatronics | |
| 2007 | For contributions in block adaptive filtering | ||
| 2007 | Kawahara, Takayuki | For contributions to low-voltage low-power random access memory circuits | |
| 2007 | Sadler, Brian | For contributions to signal processing and sensor networks | |
| 2007 | For contributions to evolutionary computation | ||
| 2007 | Sheppard, John | For contributions to system-level diagnosis and prognosis | |
| 2007 | For contributions to digital signal processing in measurement and control | ||
| 2007 | For contributions to remote sensing image and signal processing | ||
| 2008 | For contributions to neural network models for biomedical image analyses | ||
| 2008 | Jiang, Zhong-ping | For contributions to nonlinear control theory and underactuated mechanical systems | |
| 2008 | Filev, Dimitar | For application of soft computing to intelligent systems | |
| 2008 | Si, Jie | For contributions to approximate dynamic programming, and to the analysis and synthesis of neural networks | |
| 2008 | Yu, Xinghuo | For contributions to variable structure systems theory and applications in intelligent and complex systems | |
| 2009 | Yen, Gary | For contribution to intelligent systems and control | |
| 2009 | Ho, Dominic | For contributions to active and passive signal source location technologies | |
| 2009 | Weng, Juyang | For contributions to computer vision and pattern recognition | |
| 2009 | Eriksson, Lars A | For development of instrumentation and methodologies for molecular imaging | |
| 2010 | Corcoran, Peter | For contributions to digital camera technologies | |
| 2010 | For the applications of neural networks and hybrid systems in computational intelligence | ||
| 2010 | Lin, Chih-min | For contributions to fuzzy system, neural network, and cerebellar model articulation controllers | |
| 2010 | Mitola, Joseph | For contribution to software-defined and cognitive radio technologies | |
| 2010 | Singh, Bhim | For contributions to active power filters and multipulse AC/DC converters | |
| 2010 | Su, Shun-feng | For contributions to computational intelligence and intelligent control | |
| 2010 | For contributions to, and leadership in the industrialization of non-volatile memory and thin film transistor technologies | ||
| 2011 | For contributions to support vector machine algorithms and software | ||
| 2011 | For contributions to theoretical foundations for reasoning and applications to practical devices | ||
| 2011 | For contributions to multi-objective optimization and constraint-handling techniques | ||
| 2011 | Nakamura, Yoshihiko | For contributions to robotics | |
| 2011 | Ney, Hermann | For contributions to statistical language modeling, statistical machine translation, and large vocabulary speech recognition | |
| 2011 | Wu, Qing-hua | For contributions to non-planar microwave filters and embedded radio frequency passive circuits | |
| 2012 | For contributions to machine learning and its applications | ||
| 2012 | For contributions to neuro-fuzzy and hybrid approaches in pattern recognition | ||
| 2012 | Olivo-marin, Jean-christophe | For contributions to image analysis and its applications in biological imaging | |
| 2012 | Palaniswami, M | For contributions to computational intelligence, learning systems, and nonlinear modeling | |
| 2012 | Plataniotis, Konstantin | For contributions to the theory and application of statistical adaptive learning | |
| 2012 | For contributions to computational techniques for magnetic resonance imaging | ||
| 2012 | Ying, Hao | For contributions to theory and biomedical applications of fuzzy control | |
| 2012 | For contributions to computational intelligence and its application to biology, chemistry, and medicine | ||
| 2013 | For contributions to computational models for speech recognition | ||
| 2013 | For contributions to fuzzy systems | ||
| 2013 | For contributions to cognitive architectures and computations | ||
| 2013 | Wang, Wei-yen | For contributions to observer-based adaptive fuzzy-neural control for uncertain nonlinear systems | |
| 2013 | For contributions to computer graphics and geographic information systems | ||
| 2013 | For contributions to combinatorial models of task scheduling | ||
| 2013 | For contributions to computer based optimization | ||
| 2013 | For contributions to theory and radar applications of complex-valued neural networks | ||
| 2013 | For contributions to multivariate and nonlinear learning systems | ||
| 2013 | For contributions to digital signal processing research and education | ||
| 2014 | Zheng, Wei | For contributions to signal processing and system identification | |
| 2014 | Lambert-torres, Germano | For contributions to the application of intelligent systems to power systems | |
| 2014 | For contributions to fuzzy control system design and analysis | ||
| 2014 | For contributions to evolutionary multiobjective optimization and fuzzy rule-based classifier design | ||
| 2014 | For contributions to optimal energy control in hybrid electric vehicles | ||
| 2015 | For contributions to intelligent systems for multimedia content analysis and human-machine interaction | ||
| 2015 | For contributions to chaotic communications and nonlinear signal processing | ||
| 2015 | For contributions to immunological computation and bio-inspired cyber security | ||
| 2015 | Gunasekaran, S | For contributions to high-performance computer vision algorithms for airborne applications | |
| 2015 | Liu, Cheng-lin | For contributions to handwritten document analysis | |
| 2015 | For contributions to protection of industrial power systems | ||
| 2015 | For contributions to optimization using evolutionary and swarm algorithms | ||
| 2015 | For developing the least squares support vector machines | ||
| 2015 | For contributions to high-dimensional analysis and manifold learning | ||
| 2015 | For contributions to stability analysis of recurrent neural networks and intelligent control of nonlinear systems | ||
| 2016 | Bandyopadhyay, Sanghamitra | For contributions to genetic algorithm based classification and clustering techniques | |
| 2016 | For contributions to the analysis of neural networks | ||
| 2016 | For contributions to fuzzy systems | ||
| 2016 | For contributions to neural and evolutionary computation | ||
| 2016 | For contributions to particle swarm optimization algorithms | ||
| 2016 | For contributions to the design and engineering of heuristic optimization algorithms | ||
| 2016 | Zhang, Yi | For contributions to convergence theory for neural networks and subspace learning | |
| 2016 | For contributions to the improvement of wireless networks efficiency | ||
| 2017 | For contributions to computational intelligence in bioinformatics and mechatronics | ||
| 2017 | Lowther, David | For contributions to and industrial applications of computer aided design in electromagnetics | |
| 2017 | Smith, Alice | For contributions to computational intelligence for complex systems | |
| 2017 | Cheng, Gordon | For contributions in humanoid robotics systems and neurorobotics | |
| 2017 | Estevez, Pablo | For contributions to feature selection and visualization of large data sets | |
| 2017 | Kwok, James | For contributions to computational algorithms for kernel methods | |
| 2017 | Liang, Qilian | For contributions to interval type-2 fuzzy logic systems | |
| 2017 | Shi, Yang | For contributions to networked and distributed control systems | |
| 2017 | Slowinski, Roman | For contributions to dominance-based rough set theory, robust ordinal regression and preference learning | |
| 2017 | Zhang, Jun | For contributions to evolutionary computation and its applications | |
| 2017 | Torra, Vicenc | For contributions to fuzzy sets, decision under uncertainty, and data privacy | |
| 2017 | Tsai, Ching-chih | For contributions in intelligent adaptive learning control for industrial systems and machinery | |
| 2018 | Li-cheng, Jiao | For contributions to artificial neural networks and evolutionary computation | |
| 2018 | Cordon, Oscar | For contributions to genetic and evolutionary fuzzy systems | |
| 2018 | He, Haibo | For contributions to adaptive learning | |
| 2018 | For contributions to guidance and control of air and space vehicles | ||
| 2018 | Cheung, Yiu-ming | For contributions to cluster analysis and visual computing | |
| 2018 | Mukhopadhyay, Saibal | For contributions to energy-efficient and robust computing systems design | |
| 2018 | Teich, Juergen | For contributions to hardware/software co-design for embedded systems | |
| 2019 | For contributions to dynamical analysis of neural networks | ||
| 2019 | Juang, Chia-feng | For contributions to data-driven fuzzy systems | |
| 2019 | Wu, Zhaohui | For contributions to intelligent service computing | |
| 2019 | Xie, Shengli | For contributions to blind source separation and its applications | |
| 2019 | Hou, Zeng-guang | For contributions to neural network optimization and control for rehabilitation | |
| 2019 | Pau, Danilo | For contributions to the development of memory efficient architectures for advanced multimedia applications | |
| 2019 | Wang, Liang | For contributions to video-based human identification and motion analysis | |
| 2019 | Wu, Min | For contribution to control and automation for complex systems | |
| 2019 | Zhang, Mengjie | For contributions to evolutionary learning and optimization methodologies | |
| 2020 | Maulik, Ujjwal | For development of algorithms in evolutionary clustering and bioinformatics | |
| 2020 | Abbass, Hussein | For contributions to evolutionary learning and optimization | |
| 2021 | Herrera-Viedma, Enrique | For contributions to fuzzy decision systems and linguistic modeling |