7 citations · 14 across the 7 of their papers we have counts for
3 papers · 1 filter
Multimodal Surface EMG Hand Gesture Recognition Using Query-Based Transformers for Prosthetic Control
Federico Del Pup, Elisa Tentori, Manfredo Atzori
Hand gesture recognition via surface electromyography (sEMG) is fundamental to prosthetic control. In this field, deep learning approaches have become the gold standard. However, c…
Integrating gene regulatory priors into Transformer attention with scTransformer for interpretable scRNA-seq analysis
Mikele Milia, Louis Fabrice Tshimanga, Henning Mueller +2
Motivation: Transformer-based models are increasingly applied to large-scale single-cell transcriptomics, showing strong performance through self-supervised learning on millions of…
Token-UNet: A New Case for Transformers Integration in Efficient and Interpretable 3D UNets for Brain Imaging Segmentation
Louis Fabrice Tshimanga, Andrea Zanola, Federico Del Pup +1
We present Token-UNet, adopting the TokenLearner and TokenFuser modules to encase Transformers into UNets. While Transformers have enabled global interactions among input elements…