Stefano Fusi

According to our database, Stefano Fusi authored at least 42 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Task structure and nonlinearity jointly determine learned representational geometry.

Matteo Alleman, Jack W. Lindsey, Stefano Fusi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

Biological underpinnings for lifelong learning machines.

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

Nat. Mach. Intell., 2022

2017

Efficient online learning with low-precision synaptic variables.

Marcus K. Benna, Stefano Fusi

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Energy-Efficient Neuromorphic Classifiers.

Daniel Martí, Mattia Rigotti, Mingoo Seok, Stefano Fusi

Neural Comput., 2016

2013

Efficient Partitioning of Memory Systems and Its Importance for Memory Consolidation.

Alex Roxin, Stefano Fusi

PLoS Comput. Biol., 2013

Dynamical Regimes in Neural Network Models of Matching Behavior.

Kiyohito Iigaya, Stefano Fusi

Neural Comput., 2013

The importance of mixed selectivity in complex cognitive tasks.

Mattia Rigotti, Omri Barak, Melissa R. Warden, Xiao-Jing Wang, Nathaniel D. Daw, Earl K. Miller, Stefano Fusi

Nat., 2013

Synaptic encoding of temporal contiguity.

Srdjan Ostojic, Stefano Fusi

Frontiers Comput. Neurosci., 2013

2010

Attractor concretion as a mechanism for the formation of context representations.

Mattia Rigotti, Daniel Ben Dayan Rubin, Sara E. Morrison, C. Daniel Salzman, Stefano Fusi

NeuroImage, 2010

Internal Representation of Task Rules by Recurrent Dynamics: The Importance of the Diversity of Neural Responses.

Mattia Rigotti, Daniel Ben Dayan Rubin, Xiao-Jing Wang, Stefano Fusi

Frontiers Comput. Neurosci., 2010

2009

Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI.

Srinjoy Mitra, Stefano Fusi, Giacomo Indiveri

IEEE Trans. Biomed. Circuits Syst., 2009

Learning flexible sensori-motor mappings in a complex network.

Eleni Vasilaki, Stefano Fusi, Xiao-Jing Wang, Walter Senn

Biol. Cybern., 2009

2008

The response of cortical neurons to in vivo-like input current: theory and experiment: II. Time-varying and spatially distributed inputs.

Michele Giugliano, Giancarlo La Camera, Stefano Fusi, Walter Senn

Biol. Cybern., 2008

The response of cortical neurons to in vivo-like input current: theory and experiment.

Giancarlo La Camera, Michele Giugliano, Walter Senn, Stefano Fusi

Biol. Cybern., 2008

2007

Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics.

Joseph M. Brader, Walter Senn, Stefano Fusi

Neural Comput., 2007

Long memory lifetimes require complex synapses and limited sparseness.

Daniel Ben Dayan Rubin, Stefano Fusi

Frontiers Comput. Neurosci., 2007

Learning to classify complex patterns using a VLSI network of spiking neurons.

Srinjoy Mitra, Giacomo Indiveri, Stefano Fusi

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Spike-based learning in VLSI networks of integrate-and-fire neurons.

Giacomo Indiveri, Stefano Fusi

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006

Learning to Attend: Modeling the Shaping of Selectivity in Infero-temporal Cortex in a Categorization Task.

Miruna Szabo, Martin Stetter, Gustavo Deco, Stefano Fusi, Paolo Del Giudice, Maurizio Mattia

Biol. Cybern., 2006

A VLSI spike-driven dynamic synapse which learns only when necessary.

Srinjoy Mitra, Stefano Fusi, Giacomo Indiveri

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

2005

Learning Only When Necessary: Better Memories of Correlated Patterns in Networks with Bounded Synapses.

Walter Senn, Stefano Fusi

Neural Comput., 2005

2004

Minimal Models of Adapted Neuronal Response to In Vivo-Like Input Currents.

Giancarlo La Camera, Alexander Rauch, Hans-Rudolf Lüscher, Walter Senn, Stefano Fusi

Neural Comput., 2004

Slow stochastic learning with global inhibition: a biological solution to the binary perceptron problem.

Walter Senn, Stefano Fusi

Neurocomputing, 2004

Comparison between networks of conductance- and current-driven neurons: stationary spike rates and subthreshold depolarization.

Giancarlo La Camera, Walter Senn, Stefano Fusi

Neurocomputing, 2004

2003

A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory.

Elisabetta Chicca, Davide Badoni, Vittorio Dante, Massimo D'Andreagiovanni, Gaetano Salina, Luciana Carota, Stefano Fusi, Paolo Del Giudice

IEEE Trans. Neural Networks, 2003

Event-Driven Simulation of Spiking Neurons with Stochastic Dynamics.

Jan Reutimann, Michele Giugliano, Stefano Fusi

Neural Comput., 2003

2002

Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates.

Stefano Fusi

Biol. Cybern., 2002

Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks.

Alessandro Usseglio Viretta, Stefano Fusi, Shih-Chii Liu

Proceedings of the Artificial Neural Networks, 2002

Non-monotonic Current-to-Rate Response Function in a Novel Integrate-and-Fire Model Neuron.

Michele Giugliano, Giancarlo La Camera, Alexander Rauch, Hans-Rudolf Lüscher, Stefano Fusi

Proceedings of the Artificial Neural Networks, 2002

Spike-Driven Synaptic Plasticity for Learning Correlated Patterns of Asynchronous Activity.

Stefano Fusi

Proceedings of the Artificial Neural Networks, 2002

Firing Rate Adaptation without Losing Sensitivity to Input Fluctuations.

Giancarlo La Camera, Alexander Rauch, Walter Senn, Hans-Rudolf Lüscher, Stefano Fusi

Proceedings of the Artificial Neural Networks, 2002

When NMDA Receptor Conductances Increase Inter-spike Interval Variability.

Giancarlo La Camera, Stefano Fusi, Walter Senn, Alexander Rauch, Hans-Rudolf Lüscher

Proceedings of the Artificial Neural Networks, 2002

2001

A model of expectation effects in inferior temporal cortex.

Jan Reutimann, Stefano Fusi, Walter Senn, Volodya Yakovlev, Ehud Zohary

Neurocomputing, 2001

Long term memory: Encoding and storing strategies of the brain.

Stefano Fusi

Neurocomputing, 2001

2000

Spike-Driven Synaptic Plasticity: Theory, Simulation, VLSI Implementation.

Stefano Fusi, Mario Annunziato, Davide Badoni, Andrea Salamon, Daniel J. Amit

Neural Comput., 2000

Neurophysiology of a VLSI Spiking Neural Network: LANN21.

Stefano Fusi, Paolo Del Giudice, Daniel J. Amit

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Collective Behavior of Networks with Linear (VLSI) Integrate-and-Fire Neurons.

Stefano Fusi, Maurizio Mattia

Neural Comput., 1999

1997

Paradigmatic Working Memory (Attractor) Cell in IT Cortex.

Daniel J. Amit, Stefano Fusi, Volodya Yakovlev

Neural Comput., 1997

Modeling Networks with Linear (VLSI) Integrate-and-Fire Neurons.

Maurizio Mattia, Stefano Fusi

Proceedings of the Artificial Neural Networks, 1997

Attractor Dynamics in an Electronic Neural Network.

Paolo Del Giudice, Stefano Fusi

Proceedings of the Artificial Neural Networks, 1997

1994

Learning in Neural Networks with Material Synapses.

Daniel J. Amit, Stefano Fusi

Neural Comput., 1994

1992

Learning Constraints in Storage Capacity in Networks with Dynamic Synapses.

Stefano Fusi, Daniel J. Amit

Int. J. Neural Syst., 1992