Jeff Orchard

Neural Dynamics

Neural Transformations

Population Coding

LU Factorization (part 2)

LU Factorization

ODE-05: SciPy's ODE Suite

ODE-06: Higher-Order ODE Solvers

ODE-07: Stability of ODE Solvers

Transformations

Loss Functions

Backpropagation

Covid Risk for Vaxx vs Unvaxx

Predictive Coding

Vector Embeddings

Generative Adversarial Networks (GANs)

Adversarial Defence

Adversarial Attacks

RNNs and Backprop Through Time

Long Short-Term Memory (LSTM)

Variational Autoencoders

Week 08c: Hopfield Demonstration

Batch Normalization

Hopfield Networks

Your Visual System

Convolutional Neural Networks

Autoencoders

Enhancing Optimization

Vanishing/Exploding Gradients

Overfitting

PyTorch