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Concurrent and continuous estimation of multi-finger forces by synergy mapping and reconstruction: a pilot study
Objective. The absence of intuitive control in present myoelectric interfaces makes it a challenge for users ...
Improving EEG-based decoding of the locus of auditory attention through domain adaptation *
Objective. This paper presents a novel domain adaptation (DA) framework to enhance the accuracy of electroenc...
Explainable cross-task adaptive transfer learning for motor imagery EEG classification
Objective. In the field of motor imagery (MI) electroencephalography (EEG)-based brain-computer interfaces, d...
Decoding movement frequencies and limbs based on steady-state movement-related rhythms from noninvasive EEG
Objective. Decoding different types of movements noninvasively from electroencephalography (EEG) is an essent...
In-vivo verified anatomically aware deep learning for real-time electric field simulation
Objective. Transcranial magnetic stimulation (TMS) has emerged as a prominent non-invasive technique for modu...
A computational model of surface electromyography signal alterations after spinal cord injury
Spinal cord injury (SCI) can interrupt signals through the motor pathways between the brain and the muscles, causing profo...
Inferring population dynamics in macaque cortex
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The role of distinct ECoG frequency features in decoding finger movement
Objective. To identify the electrocorticography (ECoG) frequency features that encode distinct finger movemen...
An unsupervised real-time spike sorting system based on optimized OSort
The analysis of extracellularly recorded neural action potentials (i.e. spikes) relies on spike sorting techniques [1, 2]....
Progressive unsupervised control of myoelectric upper limbs
Myoelectric prosthetic hands can restore or enhance independence for individuals with limb differences, enabling them to p...
3D muscle networks based on vibrational mechanomyography
Objective. Muscle network modeling maps synergistic control during complex motor tasks. Intermuscular coheren...
A scaffold containing zinc oxide for Schwann cell-mediated axon growth
Objective. Schwann cells (SCs) transplanted in damaged nervous tissue promote axon growth, which may support ...
Model-based analysis of subthreshold mechanisms of spinal cord stimulation for pain
Spinal cord stimulation (SCS) is a neurostimulation treatment for chronic pain that is refractory to conventional treatmen...
Unsupervised domain adaptation for cross-patient seizure classification
Objective. Epileptic seizure is a chronic neurological disease affecting millions of patients. Electroencepha...
Transcranial dipole localization and decoding study based on ultrasonic phased array for acoustoelectric brain imaging
Figure 4 shows a schematic of array calibration, transcranial geometric focusing, and offset geometric focusing array dela...
Rhythmic temporal prediction enhances neural representations of movement intention for brain–computer interface
Objective. Detecting movement intention is a typical use of brain–computer interfaces (BCI). However, as an e...