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Perceptron

Neural Networks

Simplest neural network unit

What is Perceptron?

Single neuron with weighted inputs and activation function. Building block of neural networks.

Real-World Examples

  • •Binary classification
  • •Linear separable problems
  • •Foundation of deep learning

When to Use This

Historical importance, basis for understanding neural networks

Related Terms

Learn more about concepts related to Perceptron

Neural Network

Brain-inspired computing model with interconnected nodes

Activation Function

Non-linear function determining neuron output

Deep Learning

ML using multi-layered neural networks