Neural Networks & Deep Learning
Perceptron
The simplest neural network unit, a single-layer binary classifier that inspired modern deep learning.
This concept is essential for understanding neural networks & deep learning and forms a key part of modern AI systems.
Related Concepts
- Neural Network
- Linear Classifier
- Activation Function
Tags
neural-networks-deep-learning neural-network linear-classifier activation-function
Related Terms
Activation Function
A non-linear function applied to neuron outputs that introduces non-linearity, enabling networks to learn complex patterns.
Neural Network
A computational model inspired by biological neural networks, consisting of interconnected nodes (neurons) organized in layers that process information through weighted connections.