This list serves as a record of how I’m self-learning neuroscience and its intersections with AI. There are resources listed here that aren’t about neuroscience. However, I’ve included them because they helped broaden my understanding of biology.
Timeline
IPR = In Progress TBD = To be done
| Media Type | Resource | Completion Date |
|---|---|---|
| Book | A Thousand Brains: A New Theory of Intelligence | 2022 |
| Book | The Selfish Gene | 2023 |
| Paper | Why Neurons Have Thousands of Synapses | 2023 |
| Lecture Series | HTM School | 2023 |
| Paper | Tolman-Eichenbaum Machine | 2023 |
| Paper | A Theory of How Columns in the Neocortex Enable Learning the Structure of the World | 2023 |
| Paper | Companion paper to A Framework for Intelligence and Cortical Function Based on Grid Cells in the Neocortex | 2023 |
| Paper | A Framework for Intelligence and Cortical Function Based on Grid Cells in the Neocortex | 2023 |
| Paper | Locations in the Neocortex: A Theory of Sensorimotor Object Recognition Using Cortical Grid Cells | 2023 |
| Paper | Grid Cell Path Integration For Movement-Based Visual Object Recognition | IPR |
| Paper | A thousand brains: toward biologically constrained AI | TBD |
| Paper | Going Beyond the Point Neuron: Active Dendrites and Sparse Representations for Continual Learning | TBD |
| Paper | Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | TBD |
| Paper | Flexible and generalizable representations of touch | TBD |
| Book | The Neuroscience of Intelligence | TBD |
| Book | IQ in the Meritocracy | TBD |
| Book | The Age of Insight | TBD |
| Book | How to Build a Brain | TBD |