2009 |
28 | EE | Eleni Vasilaki,
Stefano Fusi,
Xiao-Jing Wang,
Walter Senn:
Learning flexible sensori-motor mappings in a complex network.
Biological Cybernetics 100(2): 147-158 (2009) |
2008 |
27 | EE | Giancarlo La Camera,
Michele Giugliano,
Walter Senn,
Stefano Fusi:
The response of cortical neurons to in vivo-like input current: theory and experiment.
Biological Cybernetics 99(4-5): 279-301 (2008) |
26 | EE | Michele Giugliano,
Giancarlo La Camera,
Stefano Fusi,
Walter Senn:
The response of cortical neurons to in vivo-like input current: theory and experiment: II. Time-varying and spatially distributed inputs.
Biological Cybernetics 99(4-5): 303-318 (2008) |
2007 |
25 | EE | Giacomo Indiveri,
Stefano Fusi:
Spike-based learning in VLSI networks of integrate-and-fire neurons.
ISCAS 2007: 3371-3374 |
24 | EE | Srinjoy Mitra,
Giacomo Indiveri,
Stefano Fusi:
Learning to classify complex patterns using a VLSI network of spiking neurons.
NIPS 2007 |
23 | EE | Joseph M. Brader,
Walter Senn,
Stefano Fusi:
Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics.
Neural Computation 19(11): 2881-2912 (2007) |
2006 |
22 | EE | S. Mitra,
Stefano Fusi,
Giacomo Indiveri:
A VLSI spike-driven dynamic synapse which learns only when necessary.
ISCAS 2006 |
21 | EE | 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.
Biological Cybernetics 94(5): 351-365 (2006) |
2005 |
20 | EE | Walter Senn,
Stefano Fusi:
Learning Only When Necessary: Better Memories of Correlated Patterns in Networks with Bounded Synapses.
Neural Computation 17(10): 2106-2138 (2005) |
2004 |
19 | EE | Giancarlo La Camera,
Alexander Rauch,
Hans-Rudolf Lüscher,
Walter Senn,
Stefano Fusi:
Minimal Models of Adapted Neuronal Response to In Vivo-Like Input Currents.
Neural Computation 16(10): 2101-2124 (2004) |
18 | EE | Giancarlo La Camera,
Walter Senn,
Stefano Fusi:
Comparison between networks of conductance- and current-driven neurons: stationary spike rates and subthreshold depolarization.
Neurocomputing 58-60: 253-258 (2004) |
17 | EE | Walter Senn,
Stefano Fusi:
Slow stochastic learning with global inhibition: a biological solution to the binary perceptron problem.
Neurocomputing 58-60: 321-326 (2004) |
2003 |
16 | EE | Jan Reutimann,
Michele Giugliano,
Stefano Fusi:
Event-Driven Simulation of Spiking Neurons with Stochastic Dynamics.
Neural Computation 15(4): 811-830 (2003) |
2002 |
15 | EE | Michele Giugliano,
Giancarlo La Camera,
Alexander Rauch,
Hans-Rudolf Lüscher,
Stefano Fusi:
Non-monotonic Current-to-Rate Response Function in a Novel Integrate-and-Fire Model Neuron.
ICANN 2002: 141-146 |
14 | EE | Giancarlo La Camera,
Alexander Rauch,
Walter Senn,
Hans-Rudolf Lüscher,
Stefano Fusi:
Firing Rate Adaptation without Losing Sensitivity to Input Fluctuations.
ICANN 2002: 180-185 |
13 | EE | Alessandro Usseglio Viretta,
Stefano Fusi,
Shih-Chii Liu:
Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks.
ICANN 2002: 204-209 |
12 | EE | Giancarlo La Camera,
Stefano Fusi,
Walter Senn,
Alexander Rauch,
Hans-Rudolf Lüscher:
When NMDA Receptor Conductances Increase Inter-spike Interval Variability.
ICANN 2002: 235-240 |
11 | EE | Stefano Fusi:
Spike-Driven Synaptic Plasticity for Learning Correlated Patterns of Asynchronous Activity.
ICANN 2002: 241-247 |
10 | EE | Stefano Fusi:
Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates.
Biological Cybernetics 87(5-6): 459-470 (2002) |
2001 |
9 | EE | Stefano Fusi:
Long term memory: Encoding and storing strategies of the brain.
Neurocomputing 38-40: 1223-1228 (2001) |
8 | EE | Jan Reutimann,
Stefano Fusi,
Walter Senn,
Volodya Yakovlev,
Ehud Zohary:
A model of expectation effects in inferior temporal cortex.
Neurocomputing 38-40: 1533-1540 (2001) |
2000 |
7 | EE | Stefano Fusi,
Paolo Del Giudice,
Daniel J. Amit:
Neurophysiology of a VLSI Spiking Neural Network: LANN21.
IJCNN (3) 2000: 121-126 |
6 | | Stefano Fusi,
Mario Annunziato,
Davide Badoni,
Andrea Salamon,
Daniel J. Amit:
Spike-Driven Synaptic Plasticity: Theory, Simulation, VLSI Implementation.
Neural Computation 12(10): 2227-2258 (2000) |
1999 |
5 | | Stefano Fusi,
Maurizio Mattia:
Collective Behavior of Networks with Linear (VLSI) Integrate-and-Fire Neurons.
Neural Computation 11(3): 633-652 (1999) |
1997 |
4 | | Paolo Del Giudice,
Stefano Fusi:
Attractor Dynamics in an Electronic Neural Network.
ICANN 1997: 1265-1270 |
3 | | Maurizio Mattia,
Stefano Fusi:
Modeling Networks with Linear (VLSI) Integrate-and-Fire Neurons.
ICANN 1997: 67-72 |
2 | EE | Daniel J. Amit,
Stefano Fusi,
Volodya Yakovlev:
Paradigmatic Working Memory (Attractor) Cell in IT Cortex.
Neural Computation 9(5): 1071-1092 (1997) |
1992 |
1 | EE | Stefano Fusi,
Daniel J. Amit:
Learning Constraints in Storage Capacity in Networks with Dynamic Synapses.
Int. J. Neural Syst. 3(Supplement): 3-11 (1992) |