Independent Research · Theory of Intelligence
Hi, I'm Po-Ting Lin (林柏廷).
I'm an independent researcher developing a computational theory of how intelligence might emerge from collisions in finite structures — and building running systems that instantiate it: cognitive memory models, neural network architectures, and a crystallization-dynamics engine.
You can reach me at botimlin@gmail.com, or find me on Google Scholar , GitHub , LinkedIn .
Selected Publications
- 2026
How Much of Speech Recognition Must Be Learned? A Parameter-Free Analysis of Lexical Decoding
ResearchGate (preprint) Preprint - 2026
Characterising Per-Pixel Rendering Difficulty by Transport Mechanism
Computer Graphics Forum In Review - 2026
Structural Crystallization: A Unified Computational Framework for Memory Formation, Persistence, and Modification
Research Square (preprint) Preprint - 2026
Independent Samples, Correlated Variance A Learnable Cross-View Cue in Path-Traced Stereo Data
arXiv (preprint) Preprint