EEE 582 Computational Neuroscience
|
|
Mathematical techniques for analysis and modeling of neural systems. Neural encoding: reverse-correlation and regression, receptive-field models. Representation: Hebbian learning (PCA), sparse coding (ICA). Cortical maps: clustering, dimensionality reduction, manifold models. Neural decoding: classification, identification, Bayesian inference. Connectomics: structural and functional connectivity.
Credit units: 3 ECTS Credit units: 5.
|
|
|
Bilkent University Main Page
Last regenerated automatically on April 18, 2024 by OAC - Online Academic Catalog Software
|
|
