Calibration‐Free Electromyography Motor Intent Decoding Using Large‐Scale Supervised Pretraining
Calibration‐free electromyography motor intent decoding is enabled through large‐scale supervised pretraining across heterogeneous datasets. A Spatially Aware Feature‐learning Transformer processes variable channel counts and electrode geometries, allowing transfer across users and recording setups. On a held‐out benchmark, fine‐tuned cross‐user models
Alexander E. Olsson +3 more
wiley +1 more source
Hypnotizability and Time Reproduction. [PDF]
Zelič Ž, Puccini V, Santarcangelo EL.
europepmc +1 more source
This study introduces a data‐driven framework that combines deep reinforcement learning with classical path planning to achieve adaptive microrobot navigation. By training a surrogate neural network to emulate microrobot dynamics, the approach improves learning efficiency, reduces training time, and enables robust real‐time obstacle avoidance in ...
Amar Salehi +3 more
wiley +1 more source
Phthalates measured at birth and risk of testicular cancer in adolescents and young adults. [PDF]
Metayer C +9 more
europepmc +1 more source
Valorization of tannery fleshing waste into high energy biofuel through pyrolysis: process optimization and fuel properties analysis. [PDF]
Khan MAS, Chowdhury M, Hassan M, Deb AK.
europepmc +1 more source
<i>H</i>-linear magnetoresistance in NbSe<sub>2</sub> due to impeded cyclotron motion. [PDF]
Kool A +7 more
europepmc +1 more source
School attendance matters: co-occurring trajectories of school attendance and academic achievement from elementary to secondary school in a Canadian context. [PDF]
Brittain H, Vaillancourt T.
europepmc +1 more source
Precision Plasma Electrolytic Polishing of GH3536 Superalloy for Effective Surface Performance Improvement. [PDF]
Peng C +5 more
europepmc +1 more source
Dataset on the performance of a photovoltaic solar water pump in coffee plantations using response surface methodology (RSM). [PDF]
Suriyachai N, Kreetachat T, Imman S.
europepmc +1 more source

