Michael Hersche
Michael Hersche
Research Assistant, IBM Research Zurich
Verified email at
Cited by
Cited by
EEG-TCNet: An accurate temporal convolutional network for embedded motor-imagery brain–machine interfaces
TM Ingolfsson, M Hersche, X Wang, N Kobayashi, L Cavigelli, L Benini
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020
Constrained few-shot class-incremental learning
M Hersche, G Karunaratne, G Cherubini, L Benini, A Sebastian, A Rahimi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
An accurate eegnet-based motor-imagery brain–computer interface for low-power edge computing
X Wang, M Hersche, B Tömekce, B Kaya, M Magno, L Benini
2020 IEEE international symposium on medical measurements and applications …, 2020
Fast and accurate multiclass inference for MI-BCIs using large multiscale temporal and spectral features
M Hersche, T Rellstab, PD Schiavone, L Cavigelli, L Benini, A Rahimi
2018 26th European Signal Processing Conference (EUSIPCO), 1690-1694, 2018
A neuro-vector-symbolic architecture for solving Raven’s progressive matrices
M Hersche, M Zeqiri, L Benini, A Sebastian, A Rahimi
Nature Machine Intelligence 5 (4), 363-375, 2023
Q-EEGNet: An energy-efficient 8-bit quantized parallel EEGNet implementation for edge motor-imagery brain-machine interfaces
T Schneider, X Wang, M Hersche, L Cavigelli, L Benini
2020 IEEE International Conference on Smart Computing (SMARTCOMP), 284-289, 2020
Ecg-tcn: Wearable cardiac arrhythmia detection with a temporal convolutional network
TM Ingolfsson, X Wang, M Hersche, A Burrello, L Cavigelli, L Benini
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
Integrating event-based dynamic vision sensors with sparse hyperdimensional computing: a low-power accelerator with online learning capability
M Hersche, EM Rella, A Di Mauro, L Benini, A Rahimi
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020
Energy efficient in-memory hyperdimensional encoding for spatio-temporal signal processing
G Karunaratne, M Le Gallo, M Hersche, G Cherubini, L Benini, ...
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (5), 1725-1729, 2021
Exploring embedding methods in binary hyperdimensional computing: A case study for motor-imagery based brain-computer interfaces
M Hersche, JR Millán, L Benini, A Rahimi
arXiv preprint arXiv:1812.05705, 2018
In-memory factorization of holographic perceptual representations
J Langenegger, G Karunaratne, M Hersche, L Benini, A Sebastian, ...
Nature Nanotechnology 18 (5), 479-485, 2023
Near-channel classifier: Symbiotic communication and classification in high-dimensional space
M Hersche, S Lippuner, M Korb, L Benini, A Rahimi
Brain Informatics 8 (1), 16, 2021
Compressing subject-specific brain-computer interface models into one model by superposition in hyperdimensional space
M Hersche, P Rupp, L Benini, A Rahimi
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 246-251, 2020
In-memory realization of in-situ few-shot continual learning with a dynamically evolving explicit memory
G Karunaratne, M Hersche, J Langeneager, G Cherubini, M Le Gallo, ...
ESSCIRC 2022-IEEE 48th European Solid State Circuits Conference (ESSCIRC …, 2022
Mi-bminet: An efficient convolutional neural network for motor imagery brain–machine interfaces with eeg channel selection
X Wang, M Hersche, M Magno, L Benini
IEEE Sensors Journal, 2024
Mixed-precision quantization and parallel implementation of multispectral riemannian classification for brain-machine interfaces
X Wang, T Schneider, M Hersche, L Cavigelli, L Benini
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
Evolvable hyperdimensional computing: Unsupervised regeneration of associative memory to recover faulty components
M Hersche, S Sangalli, L Benini, A Rahimi
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
Binarization methods for motor-imagery brain–computer interface classification
M Hersche, L Benini, A Rahimi
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020
Binary Models for Motor-Imagery Brain-Computer Interfaces: Sparse Random Projection and Binarized SVM
M Hersche, L Benini, A Rahimi
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
N Menet, M Hersche, G Karunaratne, L Benini, A Sebastian, A Rahimi
Advances in Neural Information Processing Systems 36, 2024
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