Michael Hersche

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

Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang et al. · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) · 2020 · 285 citations · Full text

Constrained Few-shot Class-incremental Learning

Michael Hersche, Geethan Karunaratne, Giovanni Cherubini et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 143 citations · Full text

Few-shot Learning, Incremental Learning, Engineering +15

An Accurate EEGNet-based Motor-Imagery Brain–Computer Interface for Low-Power Edge Computing

Xiaying Wang, Michael Hersche, Batuhan Tömekçe et al. · 2020 · 107 citations · Full text

A neuro-vector-symbolic architecture for solving Raven’s progressive matrices

Michael Hersche, Mustafa Zeqiri, Luca Benini et al. · Nature Machine Intelligence · 2023 · 65 citations · Full text

Symbolic Learning, Cognitive Science, Computational Neuroscience +4

Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral Features

Michael Hersche, Tino Rellstab, Pasquale Davide Schiavone et al. · 2018 · 56 citations

Engineering, Machine Learning, Biometrics +28