Part 5: Examples#
This section provides practical examples and real-world applications of BrainState.
- Image Classification with CNNs
- Sequence Modeling with RNNs and Transformers
- Functional API and Graph Operations
- Lifted Transforms and High-Level Optimizers
- Variational Autoencoder (VAE) on MNIST
- Hodgkin-Huxley Neuron Model
- Training Recurrent Neural Networks: Integrator Task
- Building Artificial Neural Networks
- Training Artificial Neural Networks
- Simulating Spiking Neural Networks
- Simulation of Spiking Neural Network Models
- Training Spiking Neural Networks