Neuroscience

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