Search Results - "Stefanini, Fabio"

A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses by Qiao, Ning, Mostafa, Hesham, Corradi, Federico, Osswald, Marc, Stefanini, Fabio, Sumislawska, Dora, Indiveri, Giacomo

“…Implementing compact, low-power artificial neural processing systems with real-time on-line learning abilities is still an open challenge. In this paper we…”
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Coding of social novelty in the hippocampal CA2 region and its disruption and rescue in a 22q11.2 microdeletion mouse model by Donegan, Macayla L., Stefanini, Fabio, Meira, Torcato, Gordon, Joshua A., Fusi, Stefano, Siegelbaum, Steven A.

“…The hippocampal CA2 region is essential for social memory. To determine whether CA2 activity encodes social interactions, we recorded extracellularly from CA2…”
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Scale-free correlations in starling flocks by Cavagna, Andrea, Cimarelli, Alessio, Giardina, Irene, Parisi, Giorgio, Santagati, Raffaele, Stefanini, Fabio, Viale, Massimiliano

“…From bird flocks to fish schools, animal groups often seem to react to environmental perturbations as if of one mind. Most studies in collective animal…”
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A Distributed Neural Code in the Dentate Gyrus and in CA1 by Stefanini, Fabio, Kushnir, Lyudmila, Jimenez, Jessica C., Jennings, Joshua H., Woods, Nicholas I., Stuber, Garret D., Kheirbek, Mazen A., Hen, René, Fusi, Stefano

“…Neurons are often considered specialized functional units that encode a single variable. However, many neurons are observed to respond to a mix of disparate…”
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Neural representational geometries reflect behavioral differences in monkeys and recurrent neural networks by Fascianelli, Valeria, Battista, Aldo, Stefanini, Fabio, Tsujimoto, Satoshi, Genovesio, Aldo, Fusi, Stefano

“…Animals likely use a variety of strategies to solve laboratory tasks. Traditionally, combined analysis of behavioral and neural recording data across subjects…”
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Face familiarity detection with complex synapses by Ji-An, Li, Stefanini, Fabio, Benna, Marcus K., Fusi, Stefano

“…Synaptic plasticity is a complex phenomenon involving multiple biochemical processes that operate on different timescales. Complexity can greatly increase…”
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A Scalable Multicore Architecture With Heterogeneous Memory Structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs) by Moradi, Saber, Ning Qiao, Stefanini, Fabio, Indiveri, Giacomo

“…Neuromorphic computing systems comprise networks of neurons that use asynchronous events for both computation and communication. This type of representation…”
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Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems by Chicca, Elisabetta, Stefanini, Fabio, Bartolozzi, Chiara, Indiveri, Giacomo

“…Several analog and digital brain-inspired electronic systems have been recently proposed as dedicated solutions for fast simulations of spiking neural…”
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Hippocampal Network Reorganization Underlies the Formation of a Temporal Association Memory by Ahmed, Mohsin S., Priestley, James B., Castro, Angel, Stefanini, Fabio, Solis Canales, Ana Sofia, Balough, Elizabeth M., Lavoie, Erin, Mazzucato, Luca, Fusi, Stefano, Losonczy, Attila

“…Episodic memory requires linking events in time, a function dependent on the hippocampus. In “trace” fear conditioning, animals learn to associate a neutral…”
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The implications of categorical and category-free mixed selectivity on representational geometries by Kaufman, Matthew T., Benna, Marcus K., Rigotti, Mattia, Stefanini, Fabio, Fusi, Stefano, Churchland, Anne K.

“…The firing rates of individual neurons displaying mixed selectivity are modulated by multiple task variables. When mixed selectivity is nonlinear, it confers…”
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Neural dynamics underlying associative learning in the dorsal and ventral hippocampus by Biane, Jeremy S., Ladow, Max A., Stefanini, Fabio, Boddu, Sayi P., Fan, Austin, Hassan, Shazreh, Dundar, Naz, Apodaca-Montano, Daniel L., Zhou, Lexi Zichen, Fayner, Varya, Woods, Nicholas I., Kheirbek, Mazen A.

“…Animals associate cues with outcomes and update these associations as new information is presented. This requires the hippocampus, yet how hippocampal neurons…”
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O18. Changes in Effective Hippocampal Network Coupling Mediate Learning and Memory of Associations Between Temporally Discontiguous Stimuli by Ahmed, Mohsin, Priestley, James, Castro, Angel, Stefanini, Fabio, Balough, Elizabeth, Lavoie, Erin, Mazzucato, Luca, Fusi, Stefano, Losonczy, Attila

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The Dentate Gyrus Classifies Cortical Representations of Learned Stimuli by Woods, Nicholas I., Stefanini, Fabio, Apodaca-Montano, Daniel L., Tan, Isabelle M.C., Biane, Jeremy S., Kheirbek, Mazen A.

“…Animals must discern important stimuli and place them onto their cognitive map of their environment. The neocortex conveys general representations of sensory…”
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A hybrid analog/digital Spike-Timing Dependent Plasticity learning circuit for neuromorphic VLSI multi-neuron architectures by Mostafa, Hesham, Corradi, Federico, Stefanini, Fabio, Indiveri, Giacomo

“…To endow large scale VLSI networks of spiking neurons with learning abilities it is important to develop compact and low power circuits that implement synaptic…”
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Spike-based learning with a generalized integrate and fire silicon neuron by Indiveri, G, Stefanini, F, Chicca, E

“…Spike-based learning circuits have been typically used in conjunction with linear integrate-and-flre neurons. As a new class of current-mode conductance-based…”
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New statistical tools for analyzing the structure of animal groups by Cavagna, Andrea, Cimarelli, Alessio, Giardina, Irene, Orlandi, Alberto, Parisi, Giorgio, Procaccini, Andrea, Santagati, Raffaele, Stefanini, Fabio

“…The statistical characterization of the spatial structure of large animal groups has been very limited so far, mainly due to a lack of empirical data,…”
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PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems by Stefanini, Fabio, Neftci, Emre O, Sheik, Sadique, Indiveri, Giacomo

“…Neuromorphic hardware offers an electronic substrate for the realization of asynchronous event-based sensory-motor systems and large-scale spiking neural…”
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Systematic configuration and automatic tuning of neuromorphic systems by Sheik, Sadique, Stefanini, Fabio, Neftci, Emre, Chicca, Elisabetta, Indiveri, Giacomo

“…In the past recent years several research groups have proposed neuromorphic Very Large Scale Integration (VLSI) devices that implement event-based sensors or…”
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A scalable multi-core architecture with heterogeneous memory structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs) by Moradi, Saber, Qiao, Ning, Stefanini, Fabio, Indiveri, Giacomo

“…Neuromorphic computing systems comprise networks of neurons that use asynchronous events for both computation and communication. This type of representation…”
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Neuromorphic electronic circuits for building autonomous cognitive systems by Chicca, Elisabetta, Stefanini, Fabio, Bartolozzi, Chiara, Indiveri, Giacomo

“…Proceedings of IEEE, 102:9, (2014), pg. 1367-1388 Several analog and digital brain-inspired electronic systems have been recently proposed as dedicated…”
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