Decoder

neuraldecoding.decoder

Registry

Available Models

The following models are registered and available for use:

Linear Models:

• "KalmanFilter" : Kalman filter for sequential decoding
• "LinearRegression" : Standard linear regression
• "RidgeRegression" : Ridge regression with L2 regularization

Neural Network Models:

• "LSTM" : Long Short-Term Memory recurrent neural network

Stabilization Methods:

• "LatentSpaceAlignment" : Latent space alignment for domain adaptation (currently disabled)

Main Decoder Class

See main decoder class

Linear Decoder Class

See Linear Decoder

Neural Network Decoder Class

See Neural Network Decoder