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Journal Articles
- 2022
[j15]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)- 2020
- [j14]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: 616658 (2020) - [j13]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): 1303-1321 (2020) - 2015
- [j12]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) - 2010
- [j11]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): 812-823 (2010) - 2009
- [j10]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): 3106-3129 (2009) - [j9]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) - 2007
- [j8]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. 54-I(5): 981-993 (2007) - 2006
- [j7]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): 351-365 (2006) - [j6]Daniel Martí, Gustavo Deco, Paolo Del Giudice, Maurizio Mattia:
Reward-biased probabilistic decision-making: Mean-field predictions and spiking simulations. Neurocomputing 69(10-12): 1175-1178 (2006) - 2003
- [j5]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): 1297-1307 (2003) - 2001
- [j4]Paolo Del Giudice, Maurizio Mattia:
Long and short-term synaptic plasticity and the formation of working memory: A case study. Neurocomputing 38-40: 1175-1180 (2001) - 2000
- [j3]Maurizio Mattia, Paolo Del Giudice:
Efficient Event-Driven Simulation of Large Networks of Spiking Neurons and Dynamical Synapses. Neural Comput. 12(10): 2305-2329 (2000) - 1992
- [j2]Emilio Merlo Pich, Paolo Del Giudice:
Can Neural Networks be Used As Models for Neuropsychological Dysfunctions? Int. J. Neural Syst. 3(Supplement): 163-168 (1992) - [j1]Alessandro De Angelis, Marco Ciuchini, Paolo Del Giudice:
Neural Networks for Physics Analysis in Delphi. Int. J. Neural Syst. 3(Supplement): 255-265 (1992)
Conference and Workshop Papers
- 2011
- [c10]Massimiliano Giulioni, Paolo Del Giudice:
A distributed VLSI attractor network learning visual stimuli in real time and performing perceptual decisions. WIRN 2011: 344-352 - 2010
- [c9]Patrick Camilleri, Massimiliano Giulioni, Maurizio Mattia, Jochen Braun, Paolo Del Giudice:
Self-sustained activity in attractor networks using neuromorphic VLSI. IJCNN 2010: 1-6 - 2009
- [c8]Paolo Motto Ros, Eros Pasero, Paolo Del Giudice, Vittorio Dante, Erminio Petetti:
Interactive Reader Device for Visually Impaired People. WIRN 2009: 306-313 - 2008
- [c7]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: 678-681 - 2007
- [c6]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: 296-301 - [c5]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: 545-552 - 2006
- [c4]Davide Badoni, Massimiliano Giulioni, Vittorio Dante, Paolo Del Giudice:
An aVLSI recurrent network of spiking neurons with reconfigurable and plastic synapses. ISCAS 2006 - 2002
- [c3]Maurizio Mattia, Paolo Del Giudice:
Mean-Field Population Dynamics of Spiking Neurons with Random Synaptic Delays. ICANN 2002: 111-116 - 2000
- [c2]Stefano Fusi, Paolo Del Giudice, Daniel J. Amit:
Neurophysiology of a VLSI Spiking Neural Network: LANN21. IJCNN (3) 2000: 121-126 - 1997
- [c1]Paolo Del Giudice, Stefano Fusi:
Attractor Dynamics in an Electronic Neural Network. ICANN 1997: 1265-1270
Parts in Books or Collections
- 2017
- [p1]Roni Hogri, Simeon A. Bamford, Paolo Del Giudice, Matti Mintz:
Recovery of Brain Function by Neuroprostheses: A Challenge for Neuroscience and Technology. Brain-Computer Interface Research (5) 2017: 81-97
Informal and Other Publications
- 2021
- [i4]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 abs/2101.04223 (2021) - 2019
- [i3]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 abs/1902.08410 (2019) - [i2]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 abs/1904.10389 (2019) - 2015
- [i1]Massimiliano Giulioni, Federico Corradi, Vittorio Dante, Paolo Del Giudice:
Real time unsupervised learning of visual stimuli in neuromorphic VLSI systems. CoRR abs/1506.05427 (2015)
Coauthor Index
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