Author

F. Mannella

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 1 Bioengineering· 1

Signature Assays, Organisms & Methods

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Assay:behavioral assay· 2 Approach:deep learning· 2 Approach:statistical model· 2 Research Focus:synaptic & neural circuits· 2 Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:development & morphogenesis· 1

Frequent Co-Authors

A. Capirchio· 1 shared C. Ponte· 1 shared D. Caligiore· 1 shared E. Pelosin· 1 shared F. Maggiore· 1 shared G. Baldassarre· 1 shared G. Pezzulo· 1 shared M. Baltieri· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 13 mutual co-author links

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1 shared paperBioengineering

A. Capirchio

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Author profile →

2 papers

Recent·Most cited

Interactions between supervised and reinforcement learning processes in a neurorobotic model

A. Capirchio, C. Ponte, G. Baldassarre, F. Mannella, E. Pelosin, D. Caligiore

This paper presents a neurorobotic model that integrates supervised and reinforcement learning to improve motor learning and movement accuracy, validated with human data.

bioRxiv · Sep 30, 2022 · PreprintBioengineering

Active inference through whiskers

F. Mannella, F. Maggiore, M. Baltieri, G. Pezzulo

This study frames rodent whisking as an active inference process, where whisking amplitude is modulated to minimize prediction errors during object exploration.

bioRxiv · Jul 16, 2021Animal Behavior & Cognition