|
Mattia M.,
Sanchez-Vives M. V. |
Exploring
the spectrum of dynamical regimes and timescales in
spontaneous cortical activity. |
Cogn.
Neurodyn.; 6(3): 239–50, 2012 |
|
Mattia
M., Spadacenta S., Pavone L., Quarato P., Esposito V., Sparano
A., Sebastiano F., Di Gennaro G., Morace R., Cantore G.,
Mirabella G. |
Stop-event-related
potentials from intracranial electrodes reveal a key role of
premotor and motor cortices in stopping on going movements.
|
Front
Neuroeng.; 5: 12, 2012 |
|
Linaro D.,
Storace M., Mattia M. |
Inferring
network dynamics and neuron properties from population
recordings.
|
Front.
Comput. Neurosci.; 5: 43, 2011 |
|
Ruiz-Mejias
M., Ciria-Suarez L., Mattia M., Sanchez-Vives M.V. |
Slow
and fast rhythms generated in the cerebral cortex of the
anesthetized mouse. |
J.
Neurophysiol.; 106(6): 2910–21, 2011 |
|
Sanchez-Vives
M.V., Mattia M., Compte A., Perez-Zabalza M., Winograd M.,
Descalzo V.F., Reig R. |
Inhibitory
modulation of cortical up states |
J.
Neurophysiol.; 104(3): 1314–24, 2010 |
|
Mario
Pannunzi, Guido Gigante, Maurizio Mattia, Gustavo Deco,
Stefano Fusi, and Paolo Del Giudice
|
Learning
selective top-down control enhances performance in a visual
categorization task |
J
Neurophysiol; published ahead of print September 12, 2012, doi:10.1152/jn.00208.2012 |
Simeon
A. Bamford , Roni Hogri , Andrea Giovannucci, Aryeh H. Taub,
Ivan Herreros, Paul F.M.J. Verschure, Matti Mintz, Paolo Del
Giudice
|
A
VLSI field-programmable mixed-signal array to perform neural
signal processing and neural modelling in a prosthetic system |
IEEE
Transactions on Neural Systems and Rehabilitation Engineering
Vol 20, n.4, 455, 2012 |
| M.
Giulioni, P. Camilleri, M. Mattia, V. Dante, J. Braun, and P.
Del Giudice |
Robust
working memory in an asynchronously spiking neural network
realized with neuromorphic VLSI
|
Frontiers
in Neuromorphic Engineering
5:149.
doi: 10.3389/fnins.2011.00149 |
| M.
Giulioni, P. Del Giudice
|
A
distributed VLSI attractor network learning visual stimuli in
real time and performing perceptual decisions |
Proceedings
of the 21st Italian Workshop on Neural Nets (WIRN 2011)
in Frontiers in Artificial Intelligence and Applications, Ed.
IOS press
Volume 234, p. 344-352,
2011
|
| M.V.
Sanchez-Vives, M. Mattia, A. Compte, M. Perez-Zabalza, M.
Winograd, V. F. Descalzo and R. Reig |
Inhibitory
Modulation of Cortical Up States
|
J
Neurophysiol 104: 1314 - 1324 (2010)
|
P.
Camillleri, M. Giulioni, M. Mattia, J. Braun, P. Del Giudice
|
Self-sustained
activity in attractor networks using neuromorphic VLSI
|
Proceedings
of the International Joint Conference on Neural Networks
(IJCNN10) , DOI: 10.1109/IJCNN.2010.5596342 |
| R.
Reig, M, Mattia, A. Compte, C. Belmonte and M.V. Sanchez-Vives |
Temperature
Modulation of slow and Fast Cortical Rhythms |
J
Neurophysiol 103: 1253 - 1261 (2010) |
| J.
Braun, M Mattia |
Attractors
end noise: twin drivers of decisions and multistability |
NeuroImage,
52: 740 - 751 (2010) |
| M
Mattia, S. Ferraina and P. Del Giudice |
Dissociated
multi-unit activity and local field potentials: a theory
inspired analysis of a motor decision task
|
NeuroImage
2010, 52 (2010) 812–823 |
| G.
Gigante, M Mattia, J. Braun and P. Del Giudice |
Bistable
Perception Modeled as Competing Stochastic Integrations at Two Levels
|
PLoS
Comp. Biol., Vol. 5, Issue 7, e1000430 |
|
M.
Giulioni, P. Camilleri, V. Dante, D. Badoni, G. Indiveri, J.
Braun and P. Del Giudice |
A
VLSI Network of Spiking Neurons with Plastic Fully
Configurable “Stop-Learning” Synapses
|
Proc.
of the IEEE International Conference on Electronics, Circuits,
and Systems 2008, Malta
|
| M.
Giulioni |
Networks
of spiking neurons and plastic synapses: implementation and
control |
PhD
thesis 2008 |
| D.
Marti, G. Deco, M. Mattia, G. Gigante, P. Del Giudice |
A
Fluctuation-Driven Mechanism for Slow Decision Processes in
Reverberant Networks |
PLoS
One, Vol. 3, e2534, 2008 |
| M.
Giulioni, M. Pannunzi, D. Badoni, V. Dante and P. Del Giudice
|
Classification
of overlapping patterns with a configurable analog VLSI neural
network of spiking neurons and self-regulating plasticsy
napses |
Neural
Computation 2009
21(11):3106-3129
|
Camilleri,
Giulioni, Dante, Badoni, Indiveri, Michaelis, Braun and Del
Giudice
|
A
Neuromorphic aVLSI network chip with configurable plastic
synapses |
Proc.
of the Seventh International Conference on Hybrid Intelligent
Systems, Ed. IEEE Computer Society, 2007
|
| G.
Mirabella, P. Pani, M. Mattia, R.H. Wurtz, S. Ferraina, P. Del
Giudice |
The
control of the initiation and the inhibitio of voluntary
movements: experimental analysis and theorical modelling of
the neural correlates at the population level |
Rapporti
ISTISAN 2006/50 |
| G.
Gigante, M. Mattia and P. Del Giudice |
Diverse
Population-Bursting Modes of Adapting Spiking Neurons |
Phys.
Rev. Lett., 98, 148101 (2007) |
| G.
Gigante, P. Del Giudice and M. Mattia |
Frequency-dependent
response properties of adapting spiking neurons
|
Mathematical
Biosciences 207 (2007) 336–351 |
| D.
Badoni, M. Giulioni, V. Dante, P. Del Giudice |
An
aVLSI Recurrent Network of Spiking Neurons with Reconfigurable
and Plastic Synapses
|
Proc.
IEEE International Symposium on Circuits and Systems ISCAS06,
2006 |
| E.
Chicca, V. Dante, A.M. Whatley, P. Lichtsteiner, T. Delbruck,
G. Indiveri, P. Del Giudice and R. J. Douglas |
Multi-chip
pulse based neuromorphic infrastructure and its application to
a cortical model of orentiation selectivity
|
IEEE
Transactions on Circuits
and Systems I, Regular Papers/, 54:(5) 981-993, May, 2007 |
| D.
Martě, G. Deco, P. Del Giudice, M. Mattia |
Reward-biased
probabilistic decision-marking: mean-field predictions and
spiking simulations
|
Neurocomputing
69 (2006) 1175–1178 |
| M.
Szabo, G. Deco, S. Fusi, P. Del Giudice, M. Mattia and M.
Stetter |
Learning
to attend:modelling the shaping of selectivity in
infero-temporal cortex in a categorization task |
BIOLOGICAL
CYBERNETICS (2006) 94: 351–365 |
| V.
Dante, P. Del Giudice and A. M. Whatley |
Hardware
and software for interfacing to address-event based
neuromorphic systems |
The
Neuromorphic Engineer, volume 2, Issue 1, winter 2005 |
| P.
Del Giudice and G.Parisi |
Modelli
di neuroscienza computazionale |
Enciclopedia
del 900, Istituto dell'Enciclopedia Italiana
suppl. III
2004 ( in Italian,
14.4 Mb) |
| Maurizio
Mattia and Paolo Del Giudice |
Finite-size
dynamics of inhibitory and excitatory interacting spiking
neurons |
Physical
review E70, 052903 (2004) |
| L.
Carota, G. Indiveri, V. Dante |
A
software-Hardware selective attention system
|
Neurocomputing,
58 - 60, pp.647 - 653, 2004 |
| P.
Del Giudice and M. Mattia |
Stochastic
population dynamics of spiking neurons
|
Advances
in Condensed Matter and Statistical Physics pp.125 - 153, Nova
Science Publisher, 2004 |
| M.
Mattia and P. Del Giudice |
A
distribution of spike transmission delays affects the
stability of interacting spiking neurons
|
Scientiae
Mathematicae Japonicae, Vol. 18, Issue 2, Sept 2003, pp.
335-342 |
| E.
Chicca, D. Badoni, V. Dante, M. D'Andreagiovanni, G. Salina,
L. Carota, S. Fusi and P. Del Giudice |
A
VLSI recurrent network of integrate-and-fire neurons connected
by plastic synapses with long term memory
|
IEEE
Transactions on Neural Networks, Vol. 14, Issue 5, Sept. 2003,
pp. 1297- 1307 |
| P.
Del Giudice, S. Fusi and M. Mattia |
Modeling
the formation of working memory with networks of
integrate-and-fire neurons connected by plastic synapses
|
Journal
of Physiology Paris 97 (2003)
pp. 659 - 681
|
| M.
Mattia and P. Del Giudice |
Mean-field
population dynamics of spiking neurons with random synaptic
delays
|
Proceedings
of ICANN2002, Lecture Notes in Computer Science, J. R.
Dorronsoro Ed., 111-116, 2002 |
| M.
Mattia and P. Del Giudice |
Population
dynamics of interacting spiking neurons
|
Phys.
Rev. E, 66 (5), 051917, 2002 |
| V.
Dante and P. Del Giudice |
The
PCI-AER interface board
|
in
Report on the Workshop on Neuromorphic Engineerig, Telluride,
CO, July 1 - 21, 2001. Editors A. Cohen, S. Shamma, G.
Indiveri and T. Horiuchi, 2001, 99 - 103 |
| M.
D'Andreagiovanni, V. Dante, P. Del Giudice, M. Mattia and G.
Salina |
Emergent
asynchronous, irregular firing in a deterministic analog VLSI
recurrent network
|
Proceedings
of the World Congress on Neuroinformatics (Vienna 2001),
ARGESIM Reports, F. Rattey Ed., 478-486, AGESIM/ASIM Verlag
2001 |
| V.
Dante, Del Giudice and M. Mattia |
Implementation
of Neuromorphic Systems: from discrete components to analog
VLSI chips (testing and communication issues)
|
Ann.
Ist. Super. Sanita, 37 (2), 231-239, 2001 |
| M.
Mattia and P. Del Giudice |
From
the single neuron transfer function to the population dynamics
|
Presented
at CNS*2001, California (USA), June 30 - July 5, 2001 |
| P.
Del Giudice and M. Mattia |
Long
and short-term synaptic plasticity and the formation of
working memory: A case study
|
Neurocomputing,
38 - 40, 1175-1180, 2001. Computational Neuroscience: Trends
in Research 2001 |
| M.
Mattia and P. Del Giudice |
Efficient
event-driven simulation of large networks of spiking neurons
and dynamical synapses
|
Neural
Computation, 12, 2305-2330, 2000 |
| S.
Fusi, P. Del Giudice and D. J. Amit |
Neurophysiology
of a VLSI spiking neural network: LANN21
|
Proceedings
of the IEEE-INNS-ENNS International Joint Conference on Neural
Networks, S-I. Amari, L. Giles, V. Gori and M. Piuri Eds.,
Vol. III, 121-126, 2000 |
| P.
Del Giudice and M. Mattia |
Formation
of working memory in networks of spiking neurons and
spike-driven synapses
|
Presented
at CNS*2000, 2000 |
| P.
Del Giudice and M. Mattia |
Short-term
synaptic depression: implications for learning
|
Presented
at CNS*2000, 2000 |
| S.
Fusi and M. Mattia |
Collective
behavior of networks with linear (VLSI) Integrate and Fire
Neurons
|
Neural
Computation, 11, 633-652, 1999 |
| D.J.
Amit, P. Del Giudice and S. Fusi |
Apprendimento
dinamico della memoria di lavoro: una realizzazione in
elettronica analogica (in italian)
|
"Frontiere
della vita"
vol 3 -
Istituto della Enciclopedia Italiana, 1999
|
| M.
Mattia, P. Del Giudice and D.J. Amit |
Asynchronous
simulation of large networks of spiking neurons and dynamical
synapses
|
Proceedings
of the 8th ICANN, 1998 |
| P.
Del Giudice, S. Fusi, D. Badoni, V. Dante and D. J. Amit |
Learning
attractors in an asynchronous, stochastic electronic neural
network
|
NETWORK,
9 183-205, 1998 |
| M.
Mattia and S. Fusi |
Modeling
Networks with VLSI (linear) Integrate and Fire Neurons
|
Proceedings
of the 7th ICANN, 1997 |
| P.
Del Giudice and S. Fusi |
Attractor
dynamics in an electronic neural network
|
Proceedings
of the 7th ICANN, 1997 |
| A.
Campa, P. Del Giudice, N. Parga J-P. Nadal |
Maximization
of mutual information in a linear noisy network: a detailed
study |
NETWORK,
6 449-468, 1995 |
