George_Cybenko

George Cybenko

George Cybenko

American computer scientist


George V. Cybenko is the Dorothy and Walter Gramm Professor of Engineering at Dartmouth and a fellow of the IEEE and SIAM.[1]

Education

Cybenko obtained his BA in mathematics from the University of Toronto in 1974 and received his PhD from Princeton in applied mathematics of electrical and computer engineering in 1978 under Bede Liu.[2]

Work

Cybenko served as an advisor for the Defense Science Board and the Air Force Scientific Advisory Board, among several other government panels. He was the founding editor-in-chief of Security & Privacy and also of Computing in Science & Engineering, both IEEE technical magazines. His current research interests are distributed information, control systems, and signal processing, with a focus on applications to security and infrastructure protection. He is known for proving the universal approximation theorem for artificial neural networks with sigmoid activation functions.[3]

Awards

  • SIAM Fellow (2020), "for contributions to theory and algorithms in signal processing, artificial neural networks, and distributed computing systems."[4]
  • SPIE Eric A. Lehrfeld Award (2016), for "work in cyber security including developing algorithms, analysis techniques, and tools to improve the state of the art in many areas, including computational behavior analysis, adversarial deception detection and dynamics, disclosure risk, and covert channels, and for his efforts in support of the SPIE Defense + Commercial Sensing symposium".[5]
  • US Air Force Commander’s Service Award (2016)[6]
  • IEEE Fellow (1998), "for contributions to algorithms and theory of artificial neural networks in signal processing, and to theory and systems software for distributed and parallel computing."[7]

References

  1. "George Cybenko". Dartmouth Engineering Faculty. Thayer School of Engineering at Dartmouth (Dartmouth Engineering). Retrieved 19 November 2022.
  2. "Class of 2020". All SIAM Fellows. SIAM. Retrieved 19 November 2022.
  3. Berkson, Emily; Nelson, Amy; Resnick, Adam. "SPIE Defense + Commercial Sensing 2016 news photos". SPIE Homepage. SPIE. Retrieved 19 November 2022.
  4. "George CYBENKO CV" (PDF). 2018 IBS Symposium. Institute for Basic Science. Retrieved 19 November 2022.
  5. "IEEE Fellows Directory". IEEE — The world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. IEEE. Retrieved 19 November 2022.



Share this article:

This article uses material from the Wikipedia article George_Cybenko, and is written by contributors. Text is available under a CC BY-SA 4.0 International License; additional terms may apply. Images, videos and audio are available under their respective licenses.