Sotabase

Career

· certification, Advanced Google Analytics, Google Mobile Academy2018–2018
· Digital Transformation Leadership Program by Google, Squared Online2018–2019
· Certificate, Advanced Content Marketing, Market Motive2016–2017
· Berufsbildner, berufsbildner.ch AG2015–2015
· Certificate, Advanced Social Media Management, Market Motive2015–2016
· Swiss Professional Certification for PR/Comm Specialists, Public Relations, Advertising, and Applied Communication, Schweizerisches Public Relations Institut SPRI2000–2001
· Diploma, IT Project Management, AT&T Global Information Solutions1994–1995
· Swiss Professional Certification for Business Organization Specialists, Business Process Engineering, Business Organization, AKAD1993–1995
· Eidg. FA, Banking Business/Commerce, KV Business School Zürich1982–1985

Publications (47)

EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain–Machine Interfaces
IEEE International Conference on Systems, Man and Cybernetics · 2020
287
cited
Constrained Few-shot Class-incremental Learning
Computer Vision and Pattern Recognition · 2022
185
cited
A neuro-vector-symbolic architecture for solving Raven’s progressive matrices
Nature Machine Intelligence · 2022
115
cited
An Accurate EEGNet-based Motor-Imagery Brain–Computer Interface for Low-Power Edge Computing
IEEE International Symposium on Medical Measurements and Applications · 2020
91
cited
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network
International Conference on Artificial Intelligence Circuits and Systems · 2021
54
cited
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral Features
European Signal Processing Conference · 2018
53
cited
MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain–Machine Interfaces With EEG Channel Selection
IEEE Sensors Journal · 2022
47
cited
In-memory factorization of holographic perceptual representations
Nature Nanotechnology · 2022
36
cited
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces
International Conference on Smart Computing · 2020
31
cited
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
European Solid-State Circuits Conference · 2022
24
cited
Integrating event-based dynamic vision sensors with sparse hyperdimensional computing: a low-power accelerator with online learning capability
International Symposium on Low Power Electronics and Design · 2020
22
cited
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
Neural Information Processing Systems · 2023
22
cited
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces
arXiv.org · 2018
18
cited
Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing
IEEE Transactions on Circuits and Systems - II - Express Briefs · 2021
16
cited
Near-channel classifier: symbiotic communication and classification in high-dimensional space
Brain Informatics · 2021
12
cited
Limits of Transformer Language Models on Learning to Compose Algorithms
Neural Information Processing Systems · 2024
11
cited
Compressing Subject-specific Brain-Computer Interface Models into One Model by Superposition in Hyperdimensional Space
Design, Automation and Test in Europe · 2020
10
cited
Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures
arXiv.org · 2024
10
cited
Binarization Methods for Motor-Imagery Brain–Computer Interface Classification
IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2020
9
cited
Mixed-Precision Quantization and Parallel Implementation of Multispectral Riemannian Classification for Brain-Machine Interfaces
International Symposium on Circuits and Systems · 2021
8
cited
Sotabase
M. Hersche | Researcher Profile | Sotabase | Sotabase