Francesco Donnarumma

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Giovanni PezzuloNational Research Council of Italy, RomeVerified email at istc.cnr.it
Roberto PreveteAssistant Professor of Computer Science, University of Naples Federico IIVerified email at unina.it
Haris DindoResearcher / Data ScientistVerified email at shsam.com
Domenico MaistoInstitute of High Performance Computing and Networking, Italian National Research CouncilVerified email at icar.cnr.it
Pierpaolo IodiceInstitute of Cognitive Sciences and Technologies, CNR, RomeVerified email at univ-rouen.fr
pasquale arpaiaprofessore ordinario di misure, Università di Napoli Federico II, e associato CERNVerified email at unina.it
Fabian ChersiUniversity College LondonVerified email at ucl.ac.uk
Cristiano CastelfranchiInstitute of Cognitive Sciences and Technologies - CNRVerified email at istc.cnr.it
Ivana KonvalinkaCognitive Systems, DTU Compute, Technical University of DenmarkVerified email at dtu.dk
Alessandro D'AusilioUniversity of Ferrara & Italian Institute of TechnologyVerified email at unife.it
Ivilin Peev StoianovIstituto di Scienze e Tecnologie della Cognizione, CNR, ItalyVerified email at unipd.it
Antonio Espositodottorando in Metrologia, Politecnico di TorinoVerified email at polito.it
Karl FristonUniversity College LondonVerified email at ucl.ac.uk
Ettore AmbrosiniAssociate Professor, Department of Neuroscience, University of Padova, ItalyVerified email at unipd.it
Marcello CostantiniAssociate professor, University G. d'Annunzio, Chieti-PescaraVerified email at unich.it
Lucia Maria SacheliPost-Doc Fellow, Department of Psychology, University of Milano-BicoccaVerified email at unimib.it
Arianna CurioniCentral European UniversityVerified email at ceu.edu
Matteo CandidiDepartment of Psychology, Sapienza University, Rome, ItalyVerified email at uniroma1.it
Günther KnoblichCentral European UniversityVerified email at ceu.edu
carlo mannareseacher, Flemish Institute Technological ResearchVerified email at vito.be

Francesco Donnarumma

Researcher, Institute of Cognitive Sciences and Technologies (ISTC) - National Research Council

Verified email at istc.cnr.it - Homepage

Machine Learning Functional Modelling of Brain Functions Neural Networks Cognitive Robotics Computer Vision


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Human sensorimotor communication: A theory of signaling in online social interactions G Pezzulo, F Donnarumma, H Dindo PloS one 8 (11), e79876, 2013	185	2013
The body talks: Sensorimotor communication and its brain and kinematic signatures G Pezzulo, F Donnarumma, H Dindo, A D'Ausilio, I Konvalinka, ... Physics of life reviews 28, 1-21, 2019	85	2019
Problem solving as probabilistic inference with subgoaling: explaining human successes and pitfalls in the tower of hanoi F Donnarumma, D Maisto, G Pezzulo PLoS computational biology 12 (4), e1004864, 2016	62	2016
Divide et impera: subgoaling reduces the complexity of probabilistic inference and problem solving D Maisto, F Donnarumma, G Pezzulo Journal of the Royal Society Interface 12 (104), 20141335, 2015	61	2015
Action perception as hypothesis testing F Donnarumma, M Costantini, E Ambrosini, K Friston, G Pezzulo Cortex 89, 45-60, 2017	59	2017
Interactional leader–follower sensorimotor communication strategies during repetitive joint actions M Candidi, A Curioni, F Donnarumma, LM Sacheli, G Pezzulo Journal of the Royal Society Interface 12 (110), 20150644, 2015	58	2015
Avoiding accidents at the champagne reception: A study of joint lifting and balancing G Pezzulo, P Iodice, F Donnarumma, H Dindo, G Knoblich Psychological science 28 (3), 338-345, 2017	55	2017
Virtuality in neural dynamical systems F Donnarumma, R Prevete, G Trautteur International Conference on Morphological Computation, ECLT, Venice, Italy …, 2007	34	2007
A model for programmability and virtuality in dynamical neural networks F Donnarumma Università di Napoli, Federico II, 2009	32	2009
Mental imagery in the navigation domain: a computational model of sensory-motor simulation mechanisms F Chersi, F Donnarumma, G Pezzulo Adaptive Behavior 21 (4), 251-262, 2013	30	2013
Model-based approaches to active perception and control G Pezzulo, F Donnarumma, P Iodice, D Maisto, I Stoianov Entropy 19 (6), 266, 2017	28	2017
A programmer–interpreter neural network architecture for prefrontal cognitive control F Donnarumma, R Prevete, F Chersi, G Pezzulo International journal of neural systems 25 (06), 1550017, 2015	26	2015
Programming in the brain: a neural network theoretical framework F Donnarumma, R Prevete, G Trautteur Connection Science 24 (2-3), 71-90, 2012	23	2012
Planning at decision time and in the background during spatial navigation G Pezzulo, F Donnarumma, D Maisto, I Stoianov Current opinion in behavioral sciences 29, 69-76, 2019	20	2019
Evidence for sparse synergies in grasping actions R Prevete, F Donnarumma, A d’Avella, G Pezzulo Scientific reports 8 (1), 1-16, 2018	18	2018
Nonparametric problem-space clustering: learning efficient codes for cognitive control tasks D Maisto, F Donnarumma, G Pezzulo Entropy 18 (2), 61, 2016	18	2016
A survey on modern trainable activation functions A Apicella, F Donnarumma, F Isgrò, R Prevete Neural Networks 138, 14-32, 2021	17	2021
Learning programs is better than learning dynamics: A programmable neural network hierarchical architecture in a multi-task scenario F Donnarumma, R Prevete, A de Giorgio, G Montone, G Pezzulo Adaptive Behavior 24 (1), 1059712315609412, 2016	15	2016
The intentional stance as structure learning: a computational perspective on mindreading H Dindo, F Donnarumma, F Chersi, G Pezzulo Biological cybernetics 109 (4), 453-467, 2015	15	2015
Sensorimotor coarticulation in the execution and recognition of intentional actions F Donnarumma, H Dindo, G Pezzulo Frontiers in psychology 8, 237, 2017	11	2017

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