Stefano Fusi

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 5

Top Topics

Routing Protocol

Data Aggregation

Learning Machines

Geometric Structure

Top Venues

Nat. Mach. Intell.

Publications

Matteo Alleman, Jack W. Lindsey, Stefano Fusi
Task structure and nonlinearity jointly determine learned representational geometry. CoRR (2024)
Matteo Alleman, Jack W. Lindsey, Stefano Fusi
Task structure and nonlinearity jointly determine learned representational geometry. ICLR (2024)
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
Biological underpinnings for lifelong learning machines. Nat. Mach. Intell. 4 (3) (2022)
Marcus K. Benna, Stefano Fusi
Efficient online learning with low-precision synaptic variables. ACSSC (2017)
Daniel Martí, Mattia Rigotti, Mingoo Seok, Stefano Fusi
Energy-Efficient Neuromorphic Classifiers. Neural Comput. 28 (10) (2016)
Daniel Martí, Mattia Rigotti, Mingoo Seok, Stefano Fusi
Energy-efficient neuromorphic classifiers. CoRR (2015)
Mattia Rigotti, Omri Barak, Melissa R. Warden, Xiao-Jing Wang, Nathaniel D. Daw, Earl K. Miller, Stefano Fusi
The importance of mixed selectivity in complex cognitive tasks. Nat. 497 (7451) (2013)
Kiyohito Iigaya, Stefano Fusi
Dynamical Regimes in Neural Network Models of Matching Behavior. Neural Comput. 25 (12) (2013)
Alex Roxin, Stefano Fusi
Efficient Partitioning of Memory Systems and Its Importance for Memory Consolidation. PLoS Comput. Biol. 9 (7) (2013)
Srdjan Ostojic, Stefano Fusi
Synaptic encoding of temporal contiguity. Frontiers Comput. Neurosci. 7 (2013)
Mattia Rigotti, Daniel Ben Dayan Rubin, Xiao-Jing Wang, Stefano Fusi
Internal Representation of Task Rules by Recurrent Dynamics: The Importance of the Diversity of Neural Responses. Frontiers Comput. Neurosci. 4 (2010)
Mattia Rigotti, Daniel Ben Dayan Rubin, Sara E. Morrison, C. Daniel Salzman, Stefano Fusi
Attractor concretion as a mechanism for the formation of context representations. NeuroImage 52 (3) (2010)
Eleni Vasilaki, Stefano Fusi, Xiao-Jing Wang, Walter Senn
Learning flexible sensori-motor mappings in a complex network. Biol. Cybern. 100 (2) (2009)
Srinjoy Mitra, Stefano Fusi, Giacomo Indiveri
Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI. IEEE Trans. Biomed. Circuits Syst. 3 (1) (2009)
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. Biol. Cybern. 99 (4-5) (2008)
Giancarlo La Camera, Michele Giugliano, Walter Senn, Stefano Fusi
The response of cortical neurons to in vivo-like input current: theory and experiment. Biol. Cybern. 99 (4-5) (2008)
Daniel Ben Dayan Rubin, Stefano Fusi
Long memory lifetimes require complex synapses and limited sparseness. Frontiers Comput. Neurosci. 1 (2007)
Srinjoy Mitra, Giacomo Indiveri, Stefano Fusi
Learning to classify complex patterns using a VLSI network of spiking neurons. NIPS (2007)
Giacomo Indiveri, Stefano Fusi
Spike-based learning in VLSI networks of integrate-and-fire neurons. ISCAS (2007)
Joseph M. Brader, Walter Senn, Stefano Fusi
Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics. Neural Comput. 19 (11) (2007)
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. Biol. Cybern. 94 (5) (2006)
Srinjoy Mitra, Stefano Fusi, Giacomo Indiveri
A VLSI spike-driven dynamic synapse which learns only when necessary. ISCAS (2006)
Walter Senn, Stefano Fusi
Learning Only When Necessary: Better Memories of Correlated Patterns in Networks with Bounded Synapses. Neural Comput. 17 (10) (2005)
Giancarlo La Camera, Walter Senn, Stefano Fusi
Comparison between networks of conductance- and current-driven neurons: stationary spike rates and subthreshold depolarization. Neurocomputing (2004)
Walter Senn, Stefano Fusi
Slow stochastic learning with global inhibition: a biological solution to the binary perceptron problem. Neurocomputing (2004)
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 Comput. 16 (10) (2004)
Elisabetta Chicca, Davide Badoni, Vittorio Dante, Massimo D'Andreagiovanni, Gaetano Salina, Luciana Carota, Stefano Fusi, Paolo Del Giudice
A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. IEEE Trans. Neural Networks 14 (5) (2003)
Jan Reutimann, Michele Giugliano, Stefano Fusi
Event-Driven Simulation of Spiking Neurons with Stochastic Dynamics. Neural Comput. 15 (4) (2003)
Stefano Fusi
Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates. Biol. Cybern. 87 (5-6) (2002)
Stefano Fusi
Spike-Driven Synaptic Plasticity for Learning Correlated Patterns of Asynchronous Activity. ICANN (2002)
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)
Alessandro Usseglio Viretta, Stefano Fusi, Shih-Chii Liu
Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks. ICANN (2002)
Giancarlo La Camera, Alexander Rauch, Walter Senn, Hans-Rudolf Lüscher, Stefano Fusi
Firing Rate Adaptation without Losing Sensitivity to Input Fluctuations. ICANN (2002)
Giancarlo La Camera, Stefano Fusi, Walter Senn, Alexander Rauch, Hans-Rudolf Lüscher
When NMDA Receptor Conductances Increase Inter-spike Interval Variability. ICANN (2002)
Jan Reutimann, Stefano Fusi, Walter Senn, Volodya Yakovlev, Ehud Zohary
A model of expectation effects in inferior temporal cortex. Neurocomputing (2001)
Stefano Fusi
Long term memory: Encoding and storing strategies of the brain. Neurocomputing (2001)
Stefano Fusi, Paolo Del Giudice, Daniel J. Amit
Neurophysiology of a VLSI Spiking Neural Network: LANN21. IJCNN (3) (2000)
Stefano Fusi, Mario Annunziato, Davide Badoni, Andrea Salamon, Daniel J. Amit
Spike-Driven Synaptic Plasticity: Theory, Simulation, VLSI Implementation. Neural Comput. 12 (10) (2000)
Stefano Fusi, Maurizio Mattia
Collective Behavior of Networks with Linear (VLSI) Integrate-and-Fire Neurons. Neural Comput. 11 (3) (1999)
Maurizio Mattia, Stefano Fusi
Modeling Networks with Linear (VLSI) Integrate-and-Fire Neurons. ICANN (1997)
Daniel J. Amit, Stefano Fusi, Volodya Yakovlev
Paradigmatic Working Memory (Attractor) Cell in IT Cortex. Neural Comput. 9 (5) (1997)
Paolo Del Giudice, Stefano Fusi
Attractor Dynamics in an Electronic Neural Network. ICANN (1997)
Daniel J. Amit, Stefano Fusi
Learning in Neural Networks with Material Synapses. Neural Comput. 6 (5) (1994)
Stefano Fusi, Daniel J. Amit
Learning Constraints in Storage Capacity in Networks with Dynamic Synapses. Int. J. Neural Syst. 3 (Supplement) (1992)