Moritz Scherer

TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition With Short Range Radars

Moritz Scherer, Michele Magno, Jonas Erb et al. · IEEE Internet of Things Journal · 2021 · 88 citations

Computing, Computer Science, Computer Systems +17

Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition

Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer et al. · 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) · 2022 · 30 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes

Alessio Burrello, Moritz Scherer, Marcello Zanghieri et al. · 2021 · 27 citations

Engineering, Computer Engineering, Computer Science +17

Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs

Alfio Di Mauro, Moritz Scherer, Davide Rossi et al. · 2022 · 24 citations

Engineering, Mechatronics Engineering, System-on-chip Design +1

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