Author

Christian Mayr

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Preprint Aug 2026

A Resource-Efficient CNN-Based EEG Auditory Attention Decoding ASIC

Following a target speaker in a noisy environment, commonly known as the cocktail party problem, remains particularly challenging for cochlear implant (CI) users. Recent studies have explored EEG-based auditory attention decoding (AAD) using neural networks to enhance hearing assistance. This paper presents a resource-...

Qier Ma, R. George, Stefan Scholze et al. · 0 citations

Preprint Aug 2026

Robust and Efficient Feature Extraction for Spike Sorting via the Walsh-Hadamard Transform

WHT demonstrates greater robustness to noise, downsampling, reduced training size, and distance metric selection, maintaining standard deviations typically below 5%, while CHT and PCA reach up to 10% under high-noise conditions.

Emily L. Yang, Liyuan Guo, Seyed Mohammad Ali Zeinolabedin et al. · 0 citations