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Giovanni Cherubini

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Are training trajectories of deep single-spike and deep ReLU network equivalent?

Jun 14, 2023
Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner

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Factorizers for Distributed Sparse Block Codes

Mar 24, 2023
Michael Hersche, Aleksandar Terzic, Geethan Karunaratne, Jovin Langenegger, Angéline Pouget, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi

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An Exact Mapping From ReLU Networks to Spiking Neural Networks

Dec 23, 2022
Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner

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On the visual analytic intelligence of neural networks

Sep 28, 2022
Stanisław Woźniak, Hlynur Jónsson, Giovanni Cherubini, Angeliki Pantazi, Evangelos Eleftheriou

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In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory

Jul 14, 2022
Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo-Bourdeau, Urs Egger, Kevin Brew, Sam Choi, INJO OK, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi

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Constrained Few-shot Class-incremental Learning

Mar 30, 2022
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi

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Robust High-dimensional Memory-augmented Neural Networks

Oct 05, 2020
Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi

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File Classification Based on Spiking Neural Networks

Apr 08, 2020
Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian

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In-memory hyperdimensional computing

Jun 04, 2019
Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian

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