People | Istituto di Scienze e Tecnologie della Cognizione

Daniele Caligiore

Email:

daniele.caligiore@istc.cnr.it

Telephone:

+ 39 06 44595230

Fax:

+ 39 06 44595243

Address:

Via San Martino della Battaglia 44 - 00185 Rome - Italy

Resume:

daniele_caligiore_cv_2018.pdf

Group membership:

Computational and Translational Neuroscience Laboratory

Additional details

Profile

Position:

Senior Researcher

Daniele Caligiore co-coordinates the Computational and Translational Neuroscience Laboratory, an ISTC interdisciplinary research group that uses artificial intelligence to study brain and behavior. The ultimate aim of the laboratory is to find new clinical applications and new therapies for nervous system disorders and neurodegenerative diseases.

He is director and co-founder of the Advanced School in Artificial Intelligence, a post-graduate school supported by ISTC for the study and interdisciplinary application of artificial intelligence.

Daniele received a Master's Degree in Electronic Engineering in 2003 from the University of Catania and a PhD in Biomedical Engineering in 2011 from the University Campus Bio-Medico of Rome. He has been visiting scholar at the Center for Robotics and Neural Systems from the University of Plymouth (UK), the University of Bologna and the University of Southern California.

He has published more than 70 scientific articles in international journals, conference proceedings and book chapters. He has also participated in several international research projects in the field of artificial intelligence, including the ROSSI - Emergence of Communication in Robots Through Sensorimotor and Social Interaction projects, and IM-CLeVeR - Intrinsically Motivated Cumulative Learning Versatile Robots.

He is evaluator expert of research project proposals in the field of artificial intelligence for the Italian Ministry of University and Research (MIUR) and for the European Commission. He is also among the founding members of the ISTC-CNR spin-off AI2Life whose mission is to spread the use of artificial intelligence solutions to promote business growth, social development, and people well-being.

Publications

Articolo

2019

Action Observation With Dual Task for Improving Cognitive Abilities in Parkinson's Disease: A Pilot Study

Caligiore, Daniele, Mustile, Magda, Fineschi, Alissa, Romano, Laura, Piras, Fabrizio, Assogna, Francesca, Pontieri, Francesco E., Spalletta, Gianfranco, Baldassarre, Gianluca

Source: Frontiers in systems neuroscience 13 (2019): 7. doi:10.3389/fnsys.2019.00007, info:cnr-pdr/source/autori:Caligiore, Daniele and Mustile, Magda and Fineschi, Alissa and Romano, Laura and Piras, Fabrizio and Assogna, Francesca and Pontieri, Francesco E. and Spalletta, Gianfranco and Baldassarre, Gianluca/titolo:Action Observation Wit

Different dopaminergic dysfunctions underlying parkinsonian akinesia and tremor

Caligiore Daniele, Mannella Francesco, Baldassarre Gianluca

Source: Frontiers in neuroscience (Online) 13 (2019). doi:10.3389/fnins.2019.00550, info:cnr-pdr/source/autori:Caligiore Daniele, Mannella Francesco, Baldassarre Gianluca/titolo:Different dopaminergic dysfunctions underlying parkinsonian akinesia and tremor/doi:10.3389/fnins.2019.00550/rivista:Frontiers in neuroscience (Online)/anno:201

The super-learning hypothesis: Integrating learning processes across cortex, cerebellum and basal ganglia

Caligiore D., Arbib M.A., Miall R.C., Baldassarre G.

Source: Neuroscience and biobehavioral reviews 100 (2019): 19–34. doi:10.1016/j.neubiorev.2019.02.008, info:cnr-pdr/source/autori:Caligiore D.; Arbib M.A.; Miall R.C.; Baldassarre G./titolo:The super-learning hypothesis: Integrating learning processes across cortex, cerebellum and basal ganglia/doi:10.1016/j.neubiorev.2019.02.008/rivista:Neuroscience and b

2017

Dysfunctions of the basal ganglia-cerebellar-thalamo-cortical system produce motor tics in Tourette syndrome

Caligiore Daniele, Mannella Francesco, Arbib Michael A., Baldassarre Gianluca

Source: PLOS computational biology (Online) 13 (2017). doi:10.1371/journal.pcbi.1005395, info:cnr-pdr/source/autori:Caligiore Daniele, Mannella Francesco, Arbib Michael A., Baldassarre Gianluca/titolo:Dysfunctions of the basal ganglia-cerebellar-thalamo-cortical system produce motor tics in Tourette syndrome/doi:10.1371/journal.pcbi.1005395/

The architecture challenge: Future artificial-intelligence systems will require sophisticated architectures, and knowledge of the brain might guide their construction

Baldassarre Gianluca, Santucci Vieri Giuliano, Cartoni Emilio, Caligiore Daniele

Source: Behavioral and brain sciences (Online) 40 (2017). doi:10.1017/S0140525X17000036, info:cnr-pdr/source/autori:Baldassarre Gianluca, Santucci Vieri Giuliano, Cartoni Emilio, Caligiore Daniele/titolo:The architecture challenge: Future artificial-intelligence systems will require sophisticated architectures, and knowledge of the brain migh

2016

A reinforcement learning architecture that transfers knowledge between skills when solving multiple tasks

Paolo Tommasino, Daniele Caligiore, Marco Mirolli, Gianluca Baldassarre

Source: IEEE Transactions on Cognitive and Developmental Systems (2016). doi:10.1109/TCDS.2016.2607018, info:cnr-pdr/source/autori:Paolo Tommasino ; Daniele Caligiore ; Marco Mirolli ; Gianluca Baldassarre/titolo:A reinforcement learning architecture that transfers knowledge between skills when solving multiple tasks/doi:10.1109/TCDS.2016.2607018/rivista:IE

Action observation and motor imagery for rehabilitation in Parkinson's disease: A systematic review and an integrative hypothesis.

Caligiore, Daniele, Mustile, Magda, Spalletta, Gianfranco, Baldassarre, Gianluca

Source: Neuroscience and biobehavioral reviews 72 (2016): 210–222. doi:10.1016/j.neubiorev.2016.11.005, info:cnr-pdr/source/autori:Caligiore, Daniele; Mustile, Magda; Spalletta, Gianfranco; Baldassarre, Gianluca/titolo:Action observation and motor imagery for rehabilitation in Parkinson's disease: A systematic review and an integrative hypothesis./doi:10.10

Consensus Paper: Towards a Systems-Level View of Cerebellar Function: the Interplay Between Cerebellum, Basal Ganglia, and Cortex

Caligiore D., Pezzulo G., Baldassarre G., Bostan A.C., Strick P.L., Doya K., Helmich R.C., Dirkx M., Houk J., Jorntell H., Lago-Rodriguez A., Galea J.M., Miall R.C., Popa T., Kishore A., Verschure P.F.M.J., Zucca R., Herreros I.

Source: Cerebellum (Lond., Print) 16 (2016): 203–229. doi:10.1007/s12311-016-0763-3, info:cnr-pdr/source/autori:Caligiore D.; Pezzulo G.; Baldassarre G.; Bostan A.C.; Strick P.L.; Doya K.; Helmich R.C.; Dirkx M.; Houk J.; Jorntell H.; Lago-Rodriguez A.; Galea J.M.; Miall R.C.; Popa T.; Kishore A.; Verschure P.F.M.J.; Zucca R.; Herreros I.

Interplay of rhythmic and discrete manipulation movements during development: a policy-search reinforcement-learning robot model

Meola Valentina Cristina, Caligore Daniele, Sperati Valerio, Zollo Loredana, Ciancio Anna Lisa, Taffoni Fabrizio, Guglielmelli Eugenio, Baldassarre Gianluca

Source: IEEE Transactions on Cognitive and Developmental Systems 8 (2016): 152–170. doi:10.1109/TAMD.2015.2494460, info:cnr-pdr/source/autori:Meola Valentina Cristina, Caligore Daniele, Sperati Valerio, Zollo Loredana, Ciancio Anna Lisa, Taffoni Fabrizio, Guglielmelli Eugenio, Baldassarre Gianluca/titolo:Interplay of rhythmic and discrete manipulation movements during

Parkinson's disease as a system-level disorder

Caligiore, Daniele, Helmich, Rick C., Hallett, Mark, Moustafa, Ahmed A., Timmermann, Lars, Toni, Ivan, Baldassarre, Gianluca

Source: NPJ Parkinson's disease 2 (2016). doi:10.1038/npjparkd.2016.25, info:cnr-pdr/source/autori:Caligiore, Daniele; Helmich, Rick C.; Hallett, Mark; Moustafa, Ahmed A.; Timmermann, Lars; Toni, Ivan; Baldassarre, Gianluca/titolo:Parkinson's disease as a system-level disorder/doi:10.1038/npjparkd.2016.25/rivista:NPJ Parkinso

Transitional Wearable Companions: A Novel Concept of Soft Interactive Social Robots to Improve Social Skills in Children with Autism Spectrum Disorder

Ozcan, Beste, Caligiore, Daniele, Sperati, Valerio, Moretta, Tania, Baldassarre, Gianluca

Source: International journal of social robotics (Print) 8 (2016): 471–481. doi:10.1007/s12369-016-0373-8, info:cnr-pdr/source/autori:Ozcan, Beste; Caligiore, Daniele; Sperati, Valerio; Moretta, Tania; Baldassarre, Gianluca/titolo:Transitional Wearable Companions: A Novel Concept of Soft Interactive Social Robots to Improve Social Skills in Children with Autis

2015

Generalization, decision making, and embodiment effects in mental rotation: a neurorobotic architecture tested with a humanoid robot

Seepanomwan Kristsana, Caligiore Daniele, Cangelosi Angelo, Baldassarre Gianluca

Source: Neural networks 72 (2015): 31–47. doi:10.1016/j.neunet.2015.09.010, info:cnr-pdr/source/autori:Seepanomwan Kristsana, Caligiore Daniele, Cangelosi Angelo, Baldassarre Gianluca/titolo:Generalization, decision making, and embodiment effects in mental rotation: a neurorobotic architecture tested with a humanoid robot/doi:10

Contributo in volume

2019

A Computational Hypothesis on How Serotonin Regulates Catecholamines in the Pathogenesis of Depressive Apathy

Massimo Silvetti, Gianluca Baldassarre, Daniele Caligiore

Source: Multiscale Models of Brain Disorders, edited by Cutsuridis V., pp. 127–134. Cham, Heidelberg, New York, Dordrecht, London: Springer, 2019, info:cnr-pdr/source/autori:Massimo Silvetti, Gianluca Baldassarre, Daniele Caligiore/titolo:A Computational Hypothesis on How Serotonin Regulates Catecholamines in the Pathogenesis of Depressive Apathy/titolo_volume:Multiscale Models of Brain Disorders/cu

The development of reaching and grasping: towards an integrated framework based on a critical review of computational and robotic models

Caligiore Daniele and Baldassarre Gianluca

Source: Reach-to-Grasp Behavior: Brain, Behavior, and Modelling Across the Life Span, edited by Corbetta Daniela and Santello Marco. Abingdon: Routledge Journals, Taylor & Francis Ltd., 2019, info:cnr-pdr/source/autori:Caligiore Daniele and Baldassarre Gianluca/titolo:The development of reaching and grasping: towards an integrated framework based on a critical review of computational and robotic models/titolo_volume:Reach-to-Grasp Behavior: Br

Contributo in atti di convegno