Topic Index

Index of Club Content by Topic

Table of Contents

Theory of Neural Networks
Fundamentals of Deep Learning
Neuroscience
Reinforcement Learning
Philosophy and General Intelligence

Theory of Neural Networks

Name	Source	Tags
Meta-Modeling & Self Aware Networks	Win 2022 Wk 5	`Meta-modeling`, `Research`, `Research presentation`
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons	Win 2022 JC Wk 2	`Autoencoders`, `Multimodal Learning`, `Sparse Coding`, `Research`
What’s Hidden in a Randomly Weighted Neural Network?	Win 2022 JC Wk 1	`Learning Theory`, `Initialization`
Neural Networks as Minds	Win 2022 Wk 1	`Learning Theory`, `Multimodal Learning`, `Research`

Fundamentals of Deep Learning

Name	Source	Tags
Attention and Transformers	Spr 2022 JC Week 6	`Deep Learning`, `Neural Networks`, `Transformers`
CNNs, RNNs, Backprop	Spr 2022 Emergent Lang. Meeting 1	`Neural Networks`, `Deep Learning`
Backpropagation	Spr 2022 JC Week 1	`Math`, `Neural Networks`, `Deep Learning`

Neuroscience

Name	Source	Tags
Q&A with Stephen Grossberg	Spr 2022 JC Week 4	`Neuroscience`, `AI`, `Deep Learning`, `Adaptive Resonance Theory`
Biological Prediction and the Neocortex	Spr 2022 JC Week 3	`Neuroscience`
Neural Circutry of Reward Prediction Error	Spr 2022 JC Week 2	`Neuroscience`, `Computational neuroscience`, `Math`
Biologically Plausible Networks	Win 2022 Wk 5	`Biology`, `Neuroscience`, `ML`, `DL`, `Research presentation`
Predictive Coding	Win 2022 Wk 5	`Neuroscience`, `ML`, `RL`, `Research presentation`
Neuromorphic Computing	Win 2022 Wk 4	`Neuroscience`, `Computing`, `Neural networks`
Neuroscience in I2	Win 2022 Wk 1	`Neuroscience`, `Neurobiology`

Reinforcement Learning

Name	Source	Tags
Swarm Intelligence	Win 2022 Wk 5	`Distributed systems`, `RL`, `Research presentation`
Reinforcement Learning	Win 2022 Wk 4	`RL`, `Research presentation`

Philosophy and General Intelligence

Name	Source	Tags
AI Ethics	Spr 2022 JC Week 8	`Ethics`, `General Intelligence`, `Consciousness`, `Philosophy`
Measuring Intelligence	Spr 2022 JC Week 7	`General Intelligence`, `Turing`, `McCarthy`, `Chollet`, `AI`, `Philosophy`