Victor J. B. Jung

A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers

Paola Busia, Matteo Antonio Scrugli, Victor J. B. Jung et al. · IEEE Transactions on Biomedical Circuits and Systems · 2024 · 39 citations · Full text

Engineering, Biomedical Engineering, Electrical Engineering +17

ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers

Gamze İslamoğlu, Moritz Scherer, Gianna Paulin et al. · 2023 · 22 citations

Engineering, Computer Engineering, Computer Science +16

Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers

Moritz Scherer, Luka Macan, Victor J. B. Jung et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2024 · 21 citations · Full text

Engineering, Computer Engineering, Computer Science +15

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs

Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson et al. · IEEE Transactions on Biomedical Circuits and Systems · 2024 · 20 citations · Full text

Engineering, Biomedical Engineering, Electrical Engineering +17

Optimizing the Deployment of Tiny Transformers on Low-Power MCUs

Victor J. B. Jung, Alessio Burrello, Moritz Scherer et al. · IEEE Transactions on Computers · 2024 · 20 citations

Engineering, Computer Engineering, Computer Science +16