2 papers
cs.LG2025
EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector Quantization
Benjamin Hodo, Tommaso Polonelli, Amirhossein Moallemi +2
We present EdgeCodec, an end-to-end neural compressor for barometric data collected from wind turbine blades. EdgeCodec leverages a heavily asymmetric autoencoder architecture, tra…
eess.SP2024
A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers
Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung +2
Wearable systems for the continuous and real-time monitoring of cardiovascular diseases are becoming widespread and valuable assets in diagnosis and therapy. A promising approach f…