Stefano Fusi

45 papers A* 1C 9Misc 1Journal 31Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Unsupervised Learning of Categorical Structure.
UniReps
Matteo Alleman, Stefano Fusi
2024 A* conf
Task structure and nonlinearity jointly determine learned representational geometry.
ICLR
Matteo Alleman, Jack W. Lindsey, Stefano Fusi
2024 J jnl
Task structure and nonlinearity jointly determine learned representational geometry.
CoRR
Matteo Alleman, Jack W. Lindsey, Stefano Fusi
2022 J jnl
Biological underpinnings for lifelong learning machines.
Nat. Mach. Intell.
Dhireesha Kudithipudi, Mario Aguilar-Simon, Jonathan Babb, Maxim Bazhenov, Douglas Blackiston, Josh C. Bongard, Andrew P. Brna, Suraj Chakravarthi Raja, Nick Cheney, Jeff Clune, Anurag Reddy Daram, Stefano Fusi, Peter Helfer, Leslie Kay, Nicholas Ketz, Zsolt Kira, Soheil Kolouri, Jeffrey L. Krichmar, Sam Kriegman, Michael Levin, Sandeep Madireddy, Santosh Manicka, Ali Marjaninejad, Bruce McNaughton, Risto Miikkulainen, Zaneta Navratilova, Tej Pandit, Alice Parker, Praveen K. Pilly, Sebastian Risi, Terrence J. Sejnowski, Andrea Soltoggio, Nicholas Soures, Andreas S. Tolias, Darío Urbina-Meléndez, Francisco J. Valero Cuevas, Gido M. van de Ven, Joshua T. Vogelstein, Felix Wang, Ron Weiss, Angel Yanguas-Gil, Xinyun Zou, Hava T. Siegelmann
2017 Misc conf
Efficient online learning with low-precision synaptic variables.
ACSSC
Marcus K. Benna, Stefano Fusi
2016 J jnl
Energy-Efficient Neuromorphic Classifiers.
Neural Comput.
Daniel Martí, Mattia Rigotti, Mingoo Seok, Stefano Fusi
2015 J jnl
Energy-efficient neuromorphic classifiers.
CoRR
Daniel Martí, Mattia Rigotti, Mingoo Seok, Stefano Fusi
2013 J jnl
Dynamical Regimes in Neural Network Models of Matching Behavior.
Neural Comput.
Kiyohito Iigaya, Stefano Fusi
2013 J jnl
Efficient Partitioning of Memory Systems and Its Importance for Memory Consolidation.
PLoS Comput. Biol.
Alex Roxin, Stefano Fusi
2013 J jnl
Synaptic encoding of temporal contiguity.
Frontiers Comput. Neurosci.
Srdjan Ostojic, Stefano Fusi
2013 J jnl
The importance of mixed selectivity in complex cognitive tasks.
Nat.
Mattia Rigotti, Omri Barak, Melissa R. Warden, Xiao-Jing Wang, Nathaniel D. Daw, Earl K. Miller, Stefano Fusi
2010 J jnl
Attractor concretion as a mechanism for the formation of context representations.
NeuroImage
Mattia Rigotti, Daniel Ben Dayan Rubin, Sara E. Morrison, C. Daniel Salzman, Stefano Fusi
2010 J jnl
Internal Representation of Task Rules by Recurrent Dynamics: The Importance of the Diversity of Neural Responses.
Frontiers Comput. Neurosci.
Mattia Rigotti, Daniel Ben Dayan Rubin, Xiao-Jing Wang, Stefano Fusi
2009 J jnl
Learning flexible sensori-motor mappings in a complex network.
Biol. Cybern.
Eleni Vasilaki, Stefano Fusi, Xiao-Jing Wang, Walter Senn
2009 J jnl
Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI.
IEEE Trans. Biomed. Circuits Syst.
Srinjoy Mitra, Stefano Fusi, Giacomo Indiveri
2008 J jnl
The response of cortical neurons to in vivo-like input current: theory and experiment.
Biol. Cybern.
Giancarlo La Camera, Michele Giugliano, Walter Senn, Stefano Fusi
2008 J jnl
The response of cortical neurons to in vivo-like input current: theory and experiment: II. Time-varying and spatially distributed inputs.
Biol. Cybern.
Michele Giugliano, Giancarlo La Camera, Stefano Fusi, Walter Senn
2007 J jnl
Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics.
Neural Comput.
Joseph M. Brader, Walter Senn, Stefano Fusi
2007 — conf
Learning to classify complex patterns using a VLSI network of spiking neurons.
NIPS
Srinjoy Mitra, Giacomo Indiveri, Stefano Fusi
2007 J jnl
Long memory lifetimes require complex synapses and limited sparseness.
Frontiers Comput. Neurosci.
Daniel Ben Dayan Rubin, Stefano Fusi
2007 C conf
Spike-based learning in VLSI networks of integrate-and-fire neurons.
ISCAS
Giacomo Indiveri, Stefano Fusi
2006 C conf
A VLSI spike-driven dynamic synapse which learns only when necessary.
ISCAS
Srinjoy Mitra, Stefano Fusi, Giacomo Indiveri
2006 J jnl
Learning to Attend: Modeling the Shaping of Selectivity in Infero-temporal Cortex in a Categorization Task.
Biol. Cybern.
Miruna Szabo, Martin Stetter, Gustavo Deco, Stefano Fusi, Paolo Del Giudice, Maurizio Mattia
2005 J jnl
Learning Only When Necessary: Better Memories of Correlated Patterns in Networks with Bounded Synapses.
Neural Comput.
Walter Senn, Stefano Fusi
2004 J jnl
Comparison between networks of conductance- and current-driven neurons: stationary spike rates and subthreshold depolarization.
Neurocomputing
Giancarlo La Camera, Walter Senn, Stefano Fusi
2004 J jnl
Minimal Models of Adapted Neuronal Response to In Vivo-Like Input Currents.
Neural Comput.
Giancarlo La Camera, Alexander Rauch, Hans-Rudolf Lüscher, Walter Senn, Stefano Fusi
2004 J jnl
Slow stochastic learning with global inhibition: a biological solution to the binary perceptron problem.
Neurocomputing
Walter Senn, Stefano Fusi
2003 J jnl
A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory.
IEEE Trans. Neural Networks
Elisabetta Chicca, Davide Badoni, Vittorio Dante, Massimo D'Andreagiovanni, Gaetano Salina, Luciana Carota, Stefano Fusi, Paolo Del Giudice
2003 J jnl
Event-Driven Simulation of Spiking Neurons with Stochastic Dynamics.
Neural Comput.
Jan Reutimann, Michele Giugliano, Stefano Fusi
2002 C conf
Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks.
ICANN
Alessandro Usseglio Viretta, Stefano Fusi, Shih-Chii Liu
2002 C conf
Firing Rate Adaptation without Losing Sensitivity to Input Fluctuations.
ICANN
Giancarlo La Camera, Alexander Rauch, Walter Senn, Hans-Rudolf Lüscher, Stefano Fusi
2002 J jnl
Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates.
Biol. Cybern.
Stefano Fusi
2002 C conf
Non-monotonic Current-to-Rate Response Function in a Novel Integrate-and-Fire Model Neuron.
ICANN
Michele Giugliano, Giancarlo La Camera, Alexander Rauch, Hans-Rudolf Lüscher, Stefano Fusi
2002 C conf
Spike-Driven Synaptic Plasticity for Learning Correlated Patterns of Asynchronous Activity.
ICANN
Stefano Fusi
2002 C conf
When NMDA Receptor Conductances Increase Inter-spike Interval Variability.
ICANN
Giancarlo La Camera, Stefano Fusi, Walter Senn, Alexander Rauch, Hans-Rudolf Lüscher
2001 J jnl
A model of expectation effects in inferior temporal cortex.
Neurocomputing
Jan Reutimann, Stefano Fusi, Walter Senn, Volodya Yakovlev, Ehud Zohary
2001 J jnl
Long term memory: Encoding and storing strategies of the brain.
Neurocomputing
Stefano Fusi
2000 — conf
Neurophysiology of a VLSI Spiking Neural Network: LANN21.
IJCNN (3)
Stefano Fusi, Paolo Del Giudice, Daniel J. Amit
2000 J jnl
Spike-Driven Synaptic Plasticity: Theory, Simulation, VLSI Implementation.
Neural Comput.
Stefano Fusi, Mario Annunziato, Davide Badoni, Andrea Salamon, Daniel J. Amit
1999 J jnl
Collective Behavior of Networks with Linear (VLSI) Integrate-and-Fire Neurons.
Neural Comput.
Stefano Fusi, Maurizio Mattia
1997 C conf
Attractor Dynamics in an Electronic Neural Network.
ICANN
Paolo Del Giudice, Stefano Fusi
1997 C conf
Modeling Networks with Linear (VLSI) Integrate-and-Fire Neurons.
ICANN
Maurizio Mattia, Stefano Fusi
1997 J jnl
Paradigmatic Working Memory (Attractor) Cell in IT Cortex.
Neural Comput.
Daniel J. Amit, Stefano Fusi, Volodya Yakovlev
1994 J jnl
Learning in Neural Networks with Material Synapses.
Neural Comput.
Daniel J. Amit, Stefano Fusi
1992 J jnl
Learning Constraints in Storage Capacity in Networks with Dynamic Synapses.
Int. J. Neural Syst.
Stefano Fusi, Daniel J. Amit