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References from Hybrid EEG–EMG intention decoding for real-time triggering of a lower-limb exoskeleton. Local targets link to admitted publications; unresolved targets remain external evidence.
Unidirectional brain to muscle connectivity reveals motor cortex control of leg muscles during stereotyped walking
10.1016/j.neuroimage.2017.07.013 · 2017 · External reference
Robotic-assisted gait rehabilitation following stroke: a systematic review of current guidelines and practical clinical recommendations
10.23736/s1973-9087.21.06887-8 · 2021 · External reference
Frontal theta as a mechanism for cognitive control
10.1016/j.tics.2014.04.012 · 2014 · External reference
Safety and usability of the MAK exoskeleton in patients with stroke
10.1002/pri.2038 · 2024 · External reference
Multimodal closed-loop strategies for gait recovery after spinal cord injury and stroke via the integration of robotics and neuromodulation
10.3389/fnins.2025.1569148 · 2025 · External reference
Beta-band oscillations — signalling the status quo?
10.1016/j.conb.2010.02.015 · 2010 · External reference
Neuromechanical biomarkers for robotic Neurorehabilitation
10.3389/fnbot.2021.742163 · 2021 · External reference
Framewise phoneme classification with bidirectional LSTM and other neural network architectures
10.1016/j.neunet.2005.06.042 · 2005 · External reference
Long-term modifications in motor cortical dynamics induced by intensive practice
10.1523/jneurosci.1554-09.2009 · 2009 · External reference
A hybrid brain–computer interface based on the fusion of electroencephalographic and electromyographic activities
10.1088/1741-2560/8/2/025011 · 2011 · External reference
Control of an ambulatory exoskeleton with a brain–machine interface for spinal cord injury gait rehabilitation
10.3389/fnins.2016.00359 · 2016 · External reference
Efficacy of an exoskeleton-based physical therapy program for non-ambulatory patients during subacute stroke rehabilitation: a randomized controlled trial
10.1186/s12984-021-00942-z · 2021 · External reference
Corticomuscular coherence: a review
10.1097/00004691-199911000-00002 · 1999 · External reference
GNN-based deep surrogate modeling of knee contact mechanics: generalizing neuromuscular control patterns across subjects
10.1016/j.knee.2026.104523 · 2026 · External reference
The motor cortex drives the muscles during walking in human subjects
10.1113/jphysiol.2012.227397 · 2012 · External reference
Event-related EEG/MEG synchronization and desynchronization: basic principles
10.1016/s1388-2457(99)00141-8 · 1999 · External reference
Brain–machine interfaces in neurorehabilitation of stroke
10.1016/j.nbd.2014.11.025 · 2015 · External reference
Distinct β band oscillatory networks subserving motor and cognitive control during gait adaptation
10.1523/jneurosci.3543-15.2016 · 2016 · External reference
