/neural_networks

This project demonstrates a basic concept in deep learning: computing the output of a single neural network layer with three neurons. Each neuron has its own set of weights and biases, and they process the same input data.

Primary LanguagePython

Simple Neural Network Layer Example

This project demonstrates a basic concept in deep learning: computing the output of a single neural network layer with three neurons. Each neuron has its own set of weights and biases, and they process the same input data.

Setup

setup private network

python -m venv neural_env

Code Overview

  • Inputs: The fixed input values for the neural network.
  • Weights and Biases: Each neuron has a unique set of weights and a bias.
  • Output Calculation: The output for each neuron is computed as the weighted sum of inputs plus the bias.