5 citations · 5 across the 3 of their papers we have counts for
3 papers
Addressing Limited Data in Auditory Attention Decoding with Diffusion Generative Models
David Rannaleet, Victor Gunnarsson, Bo Bernhardsson +2
Limited training data constrains deep learning models for Auditory Attention Decoding (AAD) in hearing aids (HAs). AAD uses electroencephalogram (EEG) data to decode listener's att…
Multi-Armed Bandits in Brain-Computer Interfaces
Frida Heskebeck, Carolina Bergeling, Bo Bernhardsson
The multi-armed bandit (MAB) problem models a decision-maker that optimizes its actions based on current and acquired new knowledge to maximize its reward. This type of online deci…
On Event-Based Sampling for LQG-Optimal Control
Marcus Thelander Andrén, Bo Bernhardsson, Anton Cervin +1
We consider the problem of finding an event-based sampling scheme that optimizes the trade-off between average sampling rate and control performance in a linear-quadratic-Gaussian…