Reimplementations w/ code
| 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/ |
✅ |
| 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/ |
✅ |
| Algorithms for Non-negative Matrix Factorization | nmf/ |
✅ |
| Attention is all you need | attention/ |
✅ |
| Byte Pair Encoding | bpe/ |
✅ |
| Kolmogorov-Smirnov Test (KS Test) | ks/ |
✅ |
Read only notes (no code)
| Paper | My Notes | Status |
|---|---|---|
| Sparse Components Distinguish Visual Pathways & Their Alignment To Neural Networks | sca/ |
✅ |
| Old Optimizer, New Norm: An Anthology | norm/ |
✅ |
| Universality of representation in biological and artificial neural networks | universality/ |
|
| Functional Imaging of Human Visual Recognition | func_vis_rec/ |
✅ |
| fMRI evidence for objects as the unit of attentional selection | obj_vis_attn/ |
✅ |
| How Deep Learning can Inform the Functional Organization of the Brain | dl_func_org/ |
✅ |
uv sync # generates .venv/ with packages
Then when you run a notebook, use the generated .venv/