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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

* CVPR 2022 camera-ready version 

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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

* 5 pages. 5 figures. Accepted at ISCAS 2020 for publication 

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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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