[HTML][HTML] Phasor-based myoelectric synergy features: a fast hand-crafted feature extraction scheme for boosting performance in gait phase recognition

A Tigrini, R Mobarak, A Mengarelli, RN Khushaba… - Sensors, 2024 - mdpi.com
Gait phase recognition systems based on surface electromyographic signals (EMGs) are
crucial for developing advanced myoelectric control schemes that enhance the interaction …

On-Chip Memory Optimization for Deep Learning Inference on Resource-Deficient Devices

D Kumar, U Satija - IEEE Transactions on Circuits and Systems …, 2024 - ieeexplore.ieee.org
Advances in deep learning (DL) have enabled the integration of intelligence into low-end
Internet-of-things (IoT) devices. However, traditional DL inference on resource-constrained …

Multi-objective hyperparameter optimisation for edge machine learning

T Wang - 2024 - lutpub.lut.fi
The high-luminosity upgrade of the Large Hadron Collider at Cern intensifies the demand for
advanced trigger algorithms that provide rapid and correct decision-making for classifying …