Statistical inference on representational geometries

• Published in: eLife Vol. 12
• Main Authors: Schütt, Heiko H, Kipnis, Alexander D, Diedrichsen, Jörn, Kriegeskorte, Nikolaus
• Format: Journal Article
• Language: English
• Published: Cambridge eLife Sciences Publications Ltd 23.08.2023; eLife Sciences Publications, Ltd
• Subjects: Accuracy; Brain; Calcium imaging; Computational neuroscience; Estimates; Functional magnetic resonance imaging; Geometry; human; mouse; Nervous system; Neural networks; Neuroimaging; Neuroscience; Neurosciences; representational similarity analysis; Statistical inference; toolbox; Tools and Resources

Neuroscience has recently made much progress, expanding the complexity of both neural activity measurements and brain-computational models. However, we lack robust methods for connecting theory and experiment by evaluating our new big models with our new big data. Here, we introduce new inference me...