PeopleofSuperintelligence

Researcher

Lyle Norman Long

Also known as Lyle Long, Lyle N. Long

Lyle Norman Long is a Penn State aerospace engineer and AI researcher whose work spans neural networks, cognitive robotics, and massively parallel computing. He earned degrees in mechanical engineering at Minnesota and aeronautics and astronautics at Stanford, then worked at NASA and Lockheed before receiving the 1993 Gordon Bell Prize. He coauthored a 2010 method for continual neural learning through neurogenesis and synaptogenesis, and in 2016 explored emotion models for cognitive robots and human-level intelligence with massively parallel computers. As of October 2026, he is a professor of aerospace engineering and mathematics at Penn State.

Badges

Timeline

  1. 1976–1978

    Degrees at Minnesota and Stanford

    He earns a Bachelor of Mechanical Engineering with distinction from Minnesota in 1976 and a Master of Science in aeronautics and astronautics from Stanford in 1978.

  2. 1978–1983

    Research assistant at NASA

    From 1978 to 1983, he works as a research assistant at NASA Ames Research Center in California and NASA Langley Research Center in Virginia.

  3. 1983–1989

    Research scientist at Lockheed

    From 1983 to 1989, he serves as a senior research scientist at Lockheed Aeronautical Systems Company.

  4. 1993

    A Gordon Bell Prize

    In 1993, he receives the IEEE Computer Society Gordon Bell Prize for achieving the highest performance on a parallel computer.

  5. 2010

    Continual learning with neural networks

    In 2010, he coauthors a computational method for continual learning that adds and removes neurons and synapses as the simulation runs.

  6. December 2016

    A talk on human-level intelligence

    In December 2016, he presents a talk on approaches to human-level intelligence using massively parallel computers. His Penn State AI research models emotion in cognitive robots with mathematical models and the “happiness equation.”

  7. 2017

    Aerospace software engineering award

    In 2017, he receives the AIAA Aerospace Software Engineering Award for modernizing aerospace engineering education and research.

  8. As of October 2026

    Professor at Penn State

    As of October 2026, he is a professor of aerospace engineering and mathematics at Penn State, with interests that include intelligent systems software and neural networks.

Career

  1. NowPennsylvania State UniversityProfessor
  2. 1983–1989Lockheed Aeronautical Systems CompanySenior Research Scientist
  3. 1978–1983NASAResearch Assistant

Education

  1. 1978Stanford UniversityMaster of Science
  2. 1976University of MinnesotaBachelor of Mechanical Engineering

From the biography.

  1. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other universityIncludes Pennsylvania State University. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other university. We compare doctorate and 5+ year employment links, career timing and current workplaces for 187 major-prize and 1,111 best-paper winners.
  2. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes Pennsylvania State University. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.
  3. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes Pennsylvania State University. We estimate where the people shaping AI worked when their most-cited papers appeared: the company share was 31% in 2020–2024 and 8% in 1970–1974, and Google led all organizations in 2020–2024.
  4. 19% of people shaping AI who founded a dated organization have founded two or more, waiting a median of 7 years before a secondIncludes NASA. Across 1,136 people shaping AI who founded or co-founded a dated company, standalone lab or nonprofit, 221 (19%) founded at least two organizations, accounting for 36% of all 1,421 founding events.

Colleagues

People with dated positions at the same organization in the same years.

Sources and credits

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  1. Lyle Norman Long - Wikipedia en.wikipedia.org. Checked 20 October 2026.
  2. Lyle Long – Information Science and Technology Colloquium Series istcolloq.gsfc.nasa.gov. Checked 20 October 2026.
  3. A computational approach to neurogenesis and synaptogenesis using biologically plausible neurons frontiersin.org. Checked 20 October 2026.
  4. Lyle Long wins AIAA Aerospace Software Engineering Award | Penn State University psu.edu. Checked 20 October 2026.
  5. Lyle Long | Eberly College of Science science.psu.edu. Checked 20 October 2026.