Efficient Decoding of Large-Scale Neural Population Responses With Gaussian-Process Multiclass Regression.
C. Daniel GreenidgeBenjamin SchollJacob L. YatesJonathan W. PillowPublished in: Neural Comput. (2024)
Keyphrases
- multi class
- gaussian process
- gaussian processes
- regression model
- gaussian process regression
- model selection
- covariance function
- multiclass classification
- binary classification
- bayesian framework
- cost sensitive
- support vector machine
- pairwise
- feature selection
- hyperparameters
- approximate inference
- latent variables
- multi task
- class probabilities
- cross validation
- image processing
- reproducing kernel hilbert space
- semi supervised
- expectation propagation
- bayesian networks
- image classification
- data sets
- graphical models
- error rate