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Welcome to the intro-neuro-ai wiki!

Check out the FAQ if you want to know how to use this repo/contribute!

Content Overview:

• ML
  • Linear Regression
  • SVM
  • PCA
  • K-Means Clustering
• DL
  • Neural network "anatomy"
  • Backpropagation calculus
• Neuroanatomy
  • Neurons
  • Action potentials
  • Major brain modules
• The Visual System
  • Primary visual cortex
• Computer Vision
  • Convolutions
  • Convolutional neural networks
• Reinforcement Learning
  • Key RL vocabulary
  • Q, V, Bellman Equations
  • Deep Q Learning
  • Epsilon greedy explore-exploit
• Movement
  • The cerebellum
• Language Modeling
  • Word Embeddings
  • Recurrent neural networks
  • Backpropagation through time
  • Truncated backpropagation through time
  • Transformers
  • Huggingface
• AI Fairness/Theory
  • TBD
• Pain in RL/Neuroscience/Cognitive Science
  • Biological pain in the context of RL
  • MaxPain Algorithm
• Networks and Systems of the Brain
  • Nature vs. Nurture
  • Brain Networks

And also:

• Pytorch
• Jupyter notebooks
• LaTeX
• Self-learning skills