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Michael Hersche

In-memory factorization of holographic perceptual representations

Nov 09, 2022
Jovin Langenegger, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi

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* 23 pages, 4 figures, 1 extended data figure, 3 supplementary notes, 2 supplementary figures and 3 supplementary tables

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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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* Accepted at the European Solid-state Devices and Circuits Conference (ESSDERC), September 2022

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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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* CVPR 2022 camera-ready version

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ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network

Mar 25, 2021
Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini

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* 4 pages, 1 figure, 2 tables

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EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces

May 31, 2020
Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini

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* 8 pages, 6 figures, 5 tables

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