Key: (status ✅ indicates finished code, 🐢 indicates on hold / will come back to later, blank indicates not finished)
| Paper | My Code | Status |
|---|---|---|
| The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain | perceptron/ |
✅ |
| A Learning Algorithm for Boltzmann Machines | boltzmann/ |
✅ |
| The First Law of Complexodynamics | complexo/ |
✅ |
| Adam: A Method For Stochastic Optimization | adam/ |
✅ |
| Old Optimizer, New Norm: An Anthology | norm/ |
🐢 |
| Bitcoin: A Peer-to-Peer Electronic Cash System | bitcoin/ |
🐢 |
| Ramachandran Plot | ramachandran/ |
✅ |
| The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units | language_network/ |
✅ |
| Fast Fourier Transform (An Algorithm for the Machine Calculation of Complex Fourier Series) | fft/ |
✅ |
| Sparse Components Distinguish Visual Pathways & Their Alignment To Neural Networks | sca/ |
🐢 |
| Algorithms for Non-negative Matrix Factorization | nmf/ |
✅ |
| Universality of representation in biological and artificial neural networks | universality/ |
ps: If I am totally bored of something, there won’t be the full implementation. This repo is more for me to keep track of what I’ve been working on rather than for you :)