Paolo Del Giudice

Publication Activity (10 Years)

Years Active: 1992-2022
Publications (10 Years): 6

Top Topics

Bayesian Inference

Unsupervised Learning

Echo State Networks

Top Venues

PLoS Comput. Biol.

Frontiers Appl. Math. Stat.

J. Signal Process. Syst.

Publications

Luca Manneschi, Guido Gigante, Eleni Vasilaki, Paolo Del Giudice
Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategy. PLoS Comput. Biol. 18 (8) (2022)
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki
Exploiting Multiple Timescales in Hierarchical Echo State Networks. CoRR (2021)
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki
Exploiting Multiple Timescales in Hierarchical Echo State Networks. Frontiers Appl. Math. Stat. 6 (2020)
Johannes Partzsch, Christian Mayr, Massimiliano Giulioni, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Paolo Del Giudice, René Schüffny
Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System. J. Signal Process. Syst. 92 (11) (2020)
Johannes Partzsch, Christian Mayr, Massimiliano Giulioni, Marko Noack, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Paolo Del Giudice, René Schüffny
Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System. CoRR (2019)
Elena Pastorelli, Cristiano Capone, Francesco Simula, Maria V. Sanchez-Vives, Paolo Del Giudice, Maurizio Mattia, Pier Stanislao Paolucci
Scaling of a large-scale simulation of synchronous slow-wave and asynchronous awake-like activity of a cortical model with long-range interconnections. CoRR (2019)
Guido Gigante, Gustavo Deco, Shimon Marom, Paolo Del Giudice
Network Events on Multiple Space and Time Scales in Cultured Neural Networks and in a Stochastic Rate Model. PLoS Comput. Biol. 11 (11) (2015)
Massimiliano Giulioni, Federico Corradi, Vittorio Dante, Paolo Del Giudice
Real time unsupervised learning of visual stimuli in neuromorphic VLSI systems. CoRR (2015)
Massimiliano Giulioni, Paolo Del Giudice
A distributed VLSI attractor network learning visual stimuli in real time and performing perceptual decisions. WIRN (2011)
Maurizio Mattia, Stefano Ferraina, Paolo Del Giudice
Dissociated multi-unit activity and local field potentials: A theory inspired analysis of a motor decision task. NeuroImage 52 (3) (2010)
Patrick Camilleri, Massimiliano Giulioni, Maurizio Mattia, Jochen Braun, Paolo Del Giudice
Self-sustained activity in attractor networks using neuromorphic VLSI. IJCNN (2010)
Massimiliano Giulioni, Mario Pannunzi, Davide Badoni, Vittorio Dante, Paolo Del Giudice
Classification of Correlated Patterns with a Configurable Analog VLSI Neural Network of Spiking Neurons and Self-Regulating Plastic Synapses. Neural Comput. 21 (11) (2009)
Guido Gigante, Maurizio Mattia, Jochen Braun, Paolo Del Giudice
Bistable Perception Modeled as Competing Stochastic Integrations at Two Levels. PLoS Comput. Biol. 5 (7) (2009)
Paolo Motto Ros, Eros Pasero, Paolo Del Giudice, Vittorio Dante, Erminio Petetti
Interactive Reader Device for Visually Impaired People. WIRN (2009)
Massimiliano Giulioni, Patrick Camilleri, Vittorio Dante, Davide Badoni, Giacomo Indiveri, Jochen Braun, Paolo Del Giudice
A VLSI network of spiking neurons with plastic fully configurable "stop-learning" synapses. ICECS (2008)
Elisabetta Chicca, Adrian M. Whatley, Patrick Lichtsteiner, Vittorio Dante, Tobi Delbrück, Paolo Del Giudice, Rodney J. Douglas, Giacomo Indiveri
A Multichip Pulse-Based Neuromorphic Infrastructure and Its Application to a Model of Orientation Selectivity. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2007)
Patrick Camilleri, Massimiliano Giulioni, Vittorio Dante, Giacomo Badoni, Giacomo Indiveri, Bernd Michaelis, Jochen Braun, Paolo Del Giudice
A Neuromorphic aVLSI network chip with configurable plastic synapses. HIS (2007)
Massimiliano Giulioni, Mario Pannunzi, Davide Badoni, Vittorio Dante, Paolo Del Giudice
A configurable analog VLSI neural network with spiking neurons and self-regulating plastic synapses . NIPS (2007)
Daniel Martí, Gustavo Deco, Paolo Del Giudice, Maurizio Mattia
Reward-biased probabilistic decision-making: Mean-field predictions and spiking simulations. Neurocomputing 69 (10-12) (2006)
Miruna Szabo, Martin Stetter, Gustavo Deco, Stefano Fusi, Paolo Del Giudice, Maurizio Mattia
Learning to Attend: Modeling the Shaping of Selectivity in Infero-temporal Cortex in a Categorization Task. Biol. Cybern. 94 (5) (2006)
Davide Badoni, Massimiliano Giulioni, Vittorio Dante, Paolo Del Giudice
An aVLSI recurrent network of spiking neurons with reconfigurable and plastic synapses. ISCAS (2006)
Elisabetta Chicca, Davide Badoni, Vittorio Dante, Massimo D'Andreagiovanni, Gaetano Salina, Luciana Carota, Stefano Fusi, Paolo Del Giudice
A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. IEEE Trans. Neural Networks 14 (5) (2003)
Maurizio Mattia, Paolo Del Giudice
Mean-Field Population Dynamics of Spiking Neurons with Random Synaptic Delays. ICANN (2002)
Paolo Del Giudice, Maurizio Mattia
Long and short-term synaptic plasticity and the formation of working memory: A case study. Neurocomputing (2001)
Maurizio Mattia, Paolo Del Giudice
Efficient Event-Driven Simulation of Large Networks of Spiking Neurons and Dynamical Synapses. Neural Comput. 12 (10) (2000)
Stefano Fusi, Paolo Del Giudice, Daniel J. Amit
Neurophysiology of a VLSI Spiking Neural Network: LANN21. IJCNN (3) (2000)
Paolo Del Giudice, Stefano Fusi
Attractor Dynamics in an Electronic Neural Network. ICANN (1997)
Emilio Merlo Pich, Paolo Del Giudice
Can Neural Networks be Used As Models for Neuropsychological Dysfunctions? Int. J. Neural Syst. 3 (Supplement) (1992)
Alessandro De Angelis, Marco Ciuchini, Paolo Del Giudice
Neural Networks for Physics Analysis in Delphi. Int. J. Neural Syst. 3 (Supplement) (1992)