Neural Network Playground

Interactive Demo

Visualize and experiment with neural network architectures, training processes, and hyperparameters in real-time.

Configuration
Layer 1: 4Layer 2: 8Layer 3: 6Layer 4: 3
Network Visualization
Training Metrics

Start training to see metrics

About This Demo

This interactive neural network playground simulates the training process of a deep learning model. The visualization shows neurons as circles and connections as lines, with animated pulses representing data flow during training.

Features:

  • Real-time network visualization with animated training
  • Configurable network architecture and hyperparameters
  • Live training metrics including loss and accuracy
  • Interactive controls for starting, stopping, and resetting training

Note: This is a visualization demo. Actual neural network computation would require a machine learning framework like TensorFlow.js for real functionality.