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19741970s
Paul Werbos
Mathematician who first described the backpropagation algorithm for training neural networks.
Organizations
Harvard UniversityNational Science Foundation
Major Achievements
- •Detailed backpropagation in his 1974 PhD thesis at Harvard.
- •Applied the concept far ahead of its widespread adoption in the late 1980s by the PDP group.
- •Advocated for biologically inspired reinforcement learning and recurrent neural network architectures.
Key Papers
- Backpropagation Through Time: What It Does and How to Do It
Paul J. Werbos · Proceedings of the IEEE · 1990