Francesco Donnarumma
Ph.D. in 
Computer Science

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IEEE Transactions on Cognitive and Developmental Systems (TCDS). Volume PP (99)doi:10.1109/TCDS.2017.2756107

26 September 2017

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Giovanni Pezzulo, Francesco DonnarummaPierpaolo Iodice, Domenico Maisto, Ivilin Stoianov 

Entropy. Special Issue on Information-Processing and Embodied, Embedded, Enactive Cognition. Volume 19 Issue 6 pp. 266. doi:10.3390/e19060266

07 June 2017

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Francesco DonnarummaHaris Dindo, Pierpaolo Iodice, Giovanni Pezzulo

Biological Cybernetics. Volume 111, Issue 2, pp 165-183. doi:10.1007/s00422-017-0714-1

01 April 2017

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Francesco Donnarumma, Marcello Costantini, Ettore Ambrosini, Karl Friston, Giovanni Pezzulo

Cortex. Volume 89 Pages 45-60. doi:10.1016/j.cortex.2017.01.016

01 April

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Giovanni Pezzulo, Pierpaolo Iodice, Francesco DonnarummaHaris Dindo, Guenther Knoblich.

Psychological Science. Volume 28, Issue 3, pp. 338 - 345  doi:10.1177/0956797616683015

01 March

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Frontiers in Psychology (Cognitive Science) 8:237. doi:10.3389/fpsyg.2017.00237

23 February 2017

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Francesco Donnarumma, Domenico Maisto, Giovanni Pezzulo. 

PLoS Computational BiologyVolume 12, Issue 4 pp e100486. doi:10.1371/journal.pcbi.1004864

13 April 2016

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Domenico Maisto, Francesco Donnarumma, Giovanni Pezzulo. 

Nonparametric Problem-Space Clustering: Learning Efficient Codes for Cognitive Control Tasks

Entropy.     Volume 16, Issue 2, pp 61:1-25.       Special Issue on Information Theoretic Incentives for Cognitive Systems. doi:10.3390/e18020061

19 February 2016

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Francesco DonnarummaRoberto Prevete, Andrea de Giorgio, Guglielmo Montone, Giovanni Pezzulo. 

Learning programs is better than learning dynamics:
a Programmable Neural Network Hierarchical Architecture in a multi-task Scenario

Adaptive Behavior. Volume 24 Issue 1 pages 27-51. doi:10.1177/1059712315609412

01 February 2016

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Matteo Candidi, Arianna CurioniFrancesco DonnarummaLucia Maria Sacheli, Giovanni Pezzulo. 

Interactional Leader-Follower sensorimotor communication strategies during repetitive joint actions

Journal of the Royal Society Interface. Volume 12, Issue 110, pages 1-12. doi:10.1098/rsif.2015.0644 

02 September 2015

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Haris Dindo, Francesco Donnarumma, Fabian Chersi, Giovanni Pezzulo. 

The Intentional Stance as Structure Learning: A Computational Perspective on Mindreading

Biological Cybernetics. Volume 109, Issue 4, pages 453-467. doi:10.1007/s00422-015-0654-6

01 October 2015

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Francesco Donnarumma, Aniello Murano, Roberto Prevete. 

Dynamic Network Functional Comparison via Approximate-bisimulation

Control and Cybernetics, Volume 44 Issue 1. pages 99-127

01 January 2015

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Francesco Donnarumma, Roberto Prevete, Fabian Chersi, Giovanni Pezzulo. 

A Programmer-Interpreter neural network architecture for prefrontal cognitive control

International Journal of Neural Systems, Volume 25, Issue 6, pp 1550017. doi:10.1142/S0129065715500173

01 September 2015

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Domenico Maisto, Francesco Donnarumma, Giovanni Pezzulo. 

Divide et Impera: subgoaling reduces the complexity of probabilistic inference and problem solving

Journal of the Royal Society Interface, Volume 12, Issue 104, Pages 1-13. doi:10.1098/rsif.2014.1335

04 February 2015

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Giovanni Pezzulo, Francesco Donnarumma, Pierpaolo Iodice, Roberto Prevete, Haris Dindo.

The role of synergies within generative models of action execution and recognition: A computational perspective

Physics of Life Reviews. Volume 12, Pages 114–117. doi:10.1016/j.plrev.2015.01.021

01 March 2015

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Giovanni Pezzulo, Francesco Donnarumma, Haris Dindo.

Human Sensorimotor Communication: A Theory of Signaling in Online Social Interactions

PLoS ONE vol. 8 (11):e79876 doi:10.1371/journal.pone.0079876

20 November 2013

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Domenico Maisto, Francesco Donnarumma, Giovanni Pezzulo.

Using subgoals to reduce the descriptive complexity of probabilistic inference and control programs

RLDM 2013, The 1st Multidisciplinary Conference on Reinforcement Learning and Decision Making, Princeton University, New Jersey, USA.

25-27 October 2013.

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Fabian Chersi, Francesco Donnarumma, Giovanni Pezzulo.

Mental imagery in the navigation domain: a computational model of sensory-motor simulation mechanisms

Adaptive Behavior vol. 21 (4), pages 251-262, doi:10.1177/1059712313488789.

15 July 2013.

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Giovanni Pezzulo, Haris Dindo and Francesco Donnarumma

Sensorimotor Communication: a Theory of Signalling in Online Social Interactions

JAM V - 5th Joint Action Meeting Berlin, Humboldt University, Senatssaal, Unter den Linden 6, 10099 Berlin-Mitte.

July 26-29, 2013.

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Francesco Donnarumma, Vincenzo Lippiello and Matteo Saveriano.

Fast Incremental Clustering and Representation of a 3D Point Cloud Sequence with Planar Regions

IROS 2012, International Conference on Intelligent Robots and Systems, pp. 3475-3480, ISSN: 2153-0858. doi:10.1109/IROS.2012.6385511, ISBN:978-1-4673-1737-5, Vilamoura, Algarve, Portugal.

07-12 October 2012

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Francesco Donnarumma, Roberto Prevete and Giuseppe Trautteur

Programming in the Brain: a Neural Network theoretical framework

Connection Science, Volume 24 Issue 2-3, pages 71-90, doi:10.1080/09540091.2012.684670

08 May 2012

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Giovanni Pezzulo, Francesco Rigoli, Francesco Donnarumma, and Fabian Chersi.

Hippocampal forward sweeps and the balance of goal-directed and habitual controllers: a Bayesian approach

Neural Coding, Decision-Making and Integration in Time, Frontiers in Neuroscience


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Vincenzo Lippiello, Francesco Donnarumma, Giuseppe Loianno, Bruno Siciliano, Alberto Finzi, Francesco Basile, Pasquale Chiacchio, Lorenzo Marconi

The AIRobots (Innovative aerial service robots for remote inspections by contact) Project

Proceedings of the 1st PRISMA workshop, Ischia, Italy, p. 205-225, ISBN: 9788895028811, CUES.

02-04 June 2011

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Guglielmo Montone, Francesco Donnarumma, and Roberto Prevete

A Robotic scenario for programmable fixed-weight Neural Networks exhibiting multiple behaviors

Adaptive and Natural Computing Algorithms, Volume 6593, pp 250-259. Lecture Notes in Computer Science, Springer Berlin/Heidelberg doi:10.1007/978-3-642-20282-7_26 in the 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, Part I

14-16 April 2011

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Guglielmo Montone, Francesco Donnarumma, and Roberto Prevete

Multiple programmable behaviours in a fixed weight artificial neural network. A robotic application

VII Convegno, Associazione Italiana Scienze Cognitive (AISC) 2010 – Pratiche della Cognizione, pp 47-51. Trento, Italy

02-03 Dicember 2010

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Francesco Donnarumma, Roberto Prevete and Giuseppe Trautteur.

How and over what timescales does neural reuse actually occur?

Behavioral and Brain Sciences, Volume 33 Issue 04 pp. 272-273, doi:10.1017/S0140525X10001184

22 October 2010

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Giovanni Tessitore, Francesco Donnarumma and Roberto Prevete

An action tuned Neural Network Architecture for hand pose estimation

International Conference on Neural Computation - ICNC 2010, Valencia, Spain

24-26 October, 2010

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Pasquale Arpaia,Francesco Donnarumma and Carlo Manna

A differential discrete particle swarm optimization approach to model building temperature

17th Symposium IMEKO TC4, 3rd Symposium IMEKO TC 19 and 15th IWADC Workshop on Instrumentation for the ICT Era, Kosice, Slovakia

08-10 September 2010

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Pasquale Arpaia, Francesco Donnarumma, Sabato Manfredi and Carlo Manna.

Model Predictive Control Strategy Based on Differential Discrete Particle Swarm Optimization

IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems (EESMS), pp 70-73, ISBN: 978-1-4244-6274-2, doi:10.1109/EESMS.2010.5634182 Taranto, Italy

09 September 2010

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Francesco Donnarumma

A model for Programmability and Virtuality in Dynamical Neural Networks

Ph.D. Thesis in Computer and Information Science, Department of Mathematics and Applications "Renato Caccioppoli". Università di Napoli Federico II.

17 February 2010

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Ivanoe De Falco, Antonio Della Cioppa, Francesco Donnarumma, Domenico Maisto, Roberto Prevete, Ernesto Tarantino.

CTRNN parameter leaning using Differential Evolution

Frontiers in Artificial Intelligence and Applications, Volume 178, pp 783-784, doi:10.3233/978-1-58603-891-5-783 - ECAI 2008, 18th European Conference on Artificial Intelligence, Patras, Greece: IOS Press.

21-25 July 2008

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Guglielmo Tamburrini, Francesco Donnarumma.

L'uomo bionico e il futuro della mente

Scienza e Società, vol 3-4, pp 50-54, ISSN: 978-88-901775-7-9

01 March 2008

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Ivanoe De Falco, Antonio Della Cioppa, Francesco Donnarumma, Domenico Maisto, Roberto Prevete, Ernesto Tarantino.

Learning CTRNN parameters by Differential Evolution.

ICONIP 2007, 14th International Conference on Neural Information Processing, Kitakyushu, Japan

13-16 November 2007

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Ivanoe De Falco, Antonio Della Cioppa, Francesco Donnarumma, Domenico Maisto, Roberto Prevete, Ernesto Tarantino.

A Differential Evolution approach to CTRNN parameter learning.

WIVACE 2007, Workshop Italiano In Vita Artificiale e Computazione Evolutiva. Sampieri (Ragusa), Italy

September 04-07, 2007

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Francesco Donnarumma, Roberto Prevete, Giuseppe Trautteur.

Virtuality in Neural Dynamical Systems

In Proceedings of ICMP 2007, International Conference on Morphological Computation. Venice, Italy

26-28 March 2007

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Francesco Donnarumma

Studio di un controllo senso-motorio ispirato al biologico realizzato tramite reti CTRNN

Master Thesis in Physics (Cybernetics), Department of Physical Science, Università di Napoli Federico II

25 October 2006

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