Researcher

Rui de Figueiredo

Also known as Rui J. P. de Figueiredo, Rui José Pacheco de Figueiredo

Rui de Figueiredo was a Goa-born electrical engineer and applied mathematician whose work covered neural networks, pattern recognition and signal processing. Born in Panjim in 1929, he studied at MIT and earned a Harvard doctorate in applied mathematics in 1959. After joining Rice University in 1965 and the University of California, Irvine in 1990, he developed the Generalised Fock space approach to recovering nonlinear input-output maps, which led to his Optimal Interpolation and CDL neural networks. The IEEE Circuits and Systems Society gave him its Mac Van Valkenburg Society Award in 2002, and the Russian Academy of Natural Sciences elected him a foreign member in 2007 and awarded him its Kapitsa Gold Medal in 2009. He died in 2013 in College Station, Texas.

Born
1929
Died
2013
Works
160
Citations
1,669
h-index
22

Years link to their sources. Publication numbers from OpenAlex, as of 22 October 2026.

Timeline

  1. 1929–1959

    Goa, MIT and Harvard

    Born in Panjim, Goa, in 1929, he earns bachelor's and master's degrees in electrical engineering at MIT in 1950 and 1952. A doctorate in applied mathematics at Harvard follows in 1959.

  2. 1959–1965

    Atomic energy in Portugal, then Purdue

    After the doctorate, he heads the Applied Mathematics and Physics Division of the Portuguese Atomic Energy Commission for two years. In 1962, he returns to the United States as an associate professor in the School of Electrical Engineering at Purdue University.

  3. 1965–1990

    Professor at Rice

    In 1965, he joins Rice University in Houston as a full professor jointly appointed in electrical and computer engineering and applied mathematics, and he stays for 25 years. Rice doctorates under his supervision include John Bennett in 1974, Lubomyr Zyla in 1977, Lynn Wilcox in 1978 and Sergei Fogel in 1981.

  4. 1971–1998

    Fock space and neural networks

    In 1971, he publishes "Optimal spline digital simulators of analog filters" with A. N. Netravali in IEEE Transactions on Circuit Theory, as part of bringing generalised splines for optimal signal recovery into signal processing. His Generalised Fock space, a reproducing kernel Hilbert space of input-output maps of nonlinear dynamical systems, supports optimal recovery of those maps from data, and the approach leads to his Optimal Interpolation and CDL neural networks. In 1998, he publishes "A new neural network for cluster detection and labeling" with T. Eltoft in IEEE Transactions on Neural Networks.

  5. 1986–1991

    Object recognition and photometric stereo

    His 1986 paper with B. Bamieh in the IEEE Journal of Robotics and Automation presents a moment-invariants and attributed-graph method for 3D object recognition from a single image. In 1991, he publishes a theory of photometric stereo for diffuse, non-Lambertian surfaces with H. D. Tagare in IEEE Transactions on Pattern Analysis and Machine Intelligence.

  6. 1990–2007

    Professor at UC Irvine

    He joins UC Irvine in 1990 as a professor of electrical and computer engineering and mathematics, and founds its Laboratory for Intelligent Signal Processing and Communications. As a faculty member of the Department of Electrical Engineering and Computer Science, he helps establish signal processing as a research area at UCI. After retiring in 2007, he continues his research as a Calit2 affiliate with an office in the Calit2 Building.

  7. 2002–2009

    Van Valkenburg and Kapitsa medals

    The IEEE Circuits and Systems Society gives him its Mac Van Valkenburg Society Award in 2002. In 2007, the Russian Academy of Natural Sciences elects him a foreign member of its U.S. Section and awards him the George V. Chilingar Medal of Honor, and in 2009 it awards him its P. L. Kapitsa Gold Medal.

  8. 2013

    Death in College Station

    He dies in 2013 in College Station, Texas, at age 84, after a long battle with Parkinson's disease. At his death, he holds the title of professor emeritus of electrical engineering and computer science, and of mathematics, at UC Irvine.

Career

  1. From 2007California Institute for Telecommunications and Information TechnologyAffiliate
  2. 1990–2013University of California, IrvineProfessor of electrical and computer engineering and mathematics, Founder
  3. 1965–1990Rice UniversityFull professor
  4. 1962–1965Purdue UniversityAssociate professor
  5. From 1959Portuguese Atomic Energy CommissionHead of the division

Education

  1. 1959Harvard UniversityDoctorate in applied mathematics
  2. 1952Massachusetts Institute of TechnologyBachelor's and master's degrees in electrical engineering

Most-cited works

  1. The Volterra and Wiener theories of nonlinear systems1982 · Proceedings of the IEEE · 393 citations
  2. Learning rules for neuro-controller via simultaneous perturbation1997 · IEEE Transactions on Neural Networks · 102 citations
  3. Adaptive Alpha-Trimmed Mean Filters Under Deviations From Assumed Noise Model2004 · IEEE Transactions on Image Processing · 92 citations
  4. A detection algorithm for the V-BLAST system2002 · IEEE Global Telecommunications Conference (GLOBECOM) · 58 citations
  5. Fuzzy system design through fuzzy clustering and optimal predefuzzification2002 · Proceedings of ... IEEE International Conference on Fuzzy Systems · 54 citations

Sources and credits

Photo: We have no published photo of Rui de Figueiredo yet. Send us a free-licensed photo.

  1. Rui de Figueiredo - Wikipedia en.wikipedia.org. Checked 20 October 2026.
  2. In memoriam: Rui de Figueiredo | School of Social Sciences socsci.uci.edu. Checked 20 October 2026.
  3. Rui de Figueiredo - The Mathematics Genealogy Project mathgenealogy.org. Checked 20 October 2026.
  4. Engineering, math professor Rui de Figueiredo dies at 84 – UC Irvine News news.uci.edu. Checked 20 October 2026.
  5. de Figueiredo elected to Russian Academy of Natural Sciences, awarded honorary medal – UC Irvine News news.uci.edu. Checked 20 October 2026.