Introduction to Neural Networks: Slides

Introduction to Neural Networks

The Biological Neuron

Properties of Neuronal Computation

Interdisciplinary Appeal

An Example Network: The Jets and Sharks

Connection Structures

Single Layer Feedforward Networks

Multi Layer Feedforward Networks

The Competitive Network

The Fully Recurrent Network

The Other Recurrent Networks

Transfer and Activation Functions

Examples of Activation Functions

The AND Network

Input Representations of I, L and T

The "T" Weights

The "L" Weights

The "I" Weights

Learning Rules

Learning with a Teacher

Learning with Reinforcement

Unsupervised Learning