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Michael Hersche

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IBM Research - Zurich, ETH Zurich

12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning

Mar 12, 2024
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini

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Zero-shot Classification using Hyperdimensional Computing

Jan 30, 2024
Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi

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Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures

Jan 29, 2024
Michael Hersche, Francesco di Stefano, Thomas Hofmann, Abu Sebastian, Abbas Rahimi

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TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing

Dec 09, 2023
Aleksandar Terzic, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi

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MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition

Dec 05, 2023
Nicolas Menet, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi

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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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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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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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MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain--Machine Interfaces with EEG Channel Selection

Mar 29, 2022
Xiaying Wang, Michael Hersche, Michele Magno, Luca Benini

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