Neural Networks

Notes on various neural network architectures and concepts.

Topics

Multi-Layer Perceptron - Foundational feedforward networks
Convolutional Neural Networks - Image processing networks
Transformer - Attention-based architecture
Connectionist Temporal Classification (CTC) - Sequence loss for unaligned targets
Learning with Binary Feedback - Training from 0/1 reward signals