Mario
Pannunzi, Guido Gigante, Maurizio Mattia, Gustavo Deco,
Stefano Fusi, and Paolo Del Giudice

Learning
selective topdown 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 fieldprogrammable mixedsignal 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. 344352,
2011

M.V.
SanchezVives, M. Mattia, A. Compte, M. PerezZabalza, 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

Selfsustained
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. SanchezVives 
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
multiunit 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 “StopLearning” 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
FluctuationDriven 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 selfregulating plasticsy
napses 
Neural
Computation 2009
21(11):31063129

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
PopulationBursting Modes of Adapting Spiking Neurons 
Phys.
Rev. Lett., 98, 148101 (2007) 
G.
Gigante, P. Del Giudice and M. Mattia 
Frequencydependent
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 
Multichip
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) 981993, May, 2007 
D.
Martě, G. Deco, P. Del Giudice, M. Mattia 
Rewardbiased
probabilistic decisionmarking: meanfield 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
inferotemporal 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 addressevent 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 
Finitesize
dynamics of inhibitory and excitatory interacting spiking
neurons 
Physical
review E70, 052903 (2004) 
L.
Carota, G. Indiveri, V. Dante 
A
softwareHardware 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.
335342 
E.
Chicca, D. Badoni, V. Dante, M. D'Andreagiovanni, G. Salina,
L. Carota, S. Fusi and P. Del Giudice 
A
VLSI recurrent network of integrateandfire 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
integrateandfire neurons connected by plastic synapses

Journal
of Physiology Paris 97 (2003)
pp. 659  681

M.
Mattia and P. Del Giudice 
Meanfield
population dynamics of spiking neurons with random synaptic
delays

Proceedings
of ICANN2002, Lecture Notes in Computer Science, J. R.
Dorronsoro Ed., 111116, 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
PCIAER 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., 478486, 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), 231239, 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 shortterm synaptic plasticity and the formation of
working memory: A case study

Neurocomputing,
38  40, 11751180, 2001. Computational Neuroscience: Trends
in Research 2001 
M.
Mattia and P. Del Giudice 
Efficient
eventdriven simulation of large networks of spiking neurons
and dynamical synapses

Neural
Computation, 12, 23052330, 2000 
S.
Fusi, P. Del Giudice and D. J. Amit 
Neurophysiology
of a VLSI spiking neural network: LANN21

Proceedings
of the IEEEINNSENNS International Joint Conference on Neural
Networks, SI. Amari, L. Giles, V. Gori and M. Piuri Eds.,
Vol. III, 121126, 2000 
P.
Del Giudice and M. Mattia 
Formation
of working memory in networks of spiking neurons and
spikedriven synapses

Presented
at CNS*2000, 2000 
P.
Del Giudice and M. Mattia 
Shortterm
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, 633652, 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 183205, 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 JP. Nadal 
Maximization
of mutual information in a linear noisy network: a detailed
study 
NETWORK,
6 449468, 1995 