#Motorimagery
#MotorImagery #BCI is like rehearsing a dance in your mind—no movement, but your brain lights up as if you’re doing it.
BCIs pick up those mental “rehearsals” and turn them into real actions, like moving a cursor or a robotic limb.
May 5, 2025 at 12:14 PM Everybody can reply
Up to 30% of users struggle to operate #motorimagery BCIs. This study proposes using neuronal avalanches as biomarkers to track and predict learning success. Predictive models reached 91% accuracy, paving the way for personalized #BCI training and fewer “BCI-illiterate” users.

#Neuroskyence
Neuronal avalanches as a predictive biomarker of BCI performance- towards a tool to guide tailored training
Brain-Computer Interfaces (BCIs) based on motor imagery (MI) hold promise for restoring control in individuals with motor impairments. However, up to 30% of users remain unable to effectively use BCIs...
www.biorxiv.org
June 4, 2025 at 12:41 AM Everybody can reply
1 reposts 4 likes
Motor imagery #BCI works by imagining movement—like closing your hand or walking—without actually doing it.
Your brain still generates distinct signals, and BCIs can learn to detect and use them.
It’s a powerful tool for rehab, prosthetics, and control systems.
#MotorImagery #Neurorehabilitation
May 5, 2025 at 12:13 PM Everybody can reply
"This study seeks to lay groundwork for #virtual [ #MultipleSclerosis] #dance programs.... We [also] investigated whether there are measurable differences in #MotorImagery ability before and after the dance intervention..."
doi.org/10.7224/1537...
Virtual Dance Program for Multiple Sclerosis: Feasibility, Quality of Life, and Motor Imagery Outcomes
doi.org
July 17, 2025 at 4:06 PM Everybody can reply
Original Research 🔍

#Motorimagery, the mental rehearsal of movement, boosts strength and power with #resistancetraining. This study shows it as a simple, low-cost tool for #coaches and #athletes to enhance #sportsperformance and #brainendurance.
👉 zurl.co/F2t08
September 7, 2025 at 9:00 PM Everybody can reply
Is it too early to start the countdown to the #RIOgroup meeting this May? Looking forward to seeing everyone and excited for trainees Kyle, Celine, Alisha, Sara, & @mattscott93.bsky.social to share what we've been working on! Five NIMBL talks, get ready folks! #motorimagery
March 8, 2025 at 12:31 AM Everybody can reply
2 reposts 3 likes
A 2025 study introduces LGL-BCI, a system using geometric deep learning to improve motor imagery BCIs.
It handles complex #EEG variations while keeping things lightweight—ideal for real-time, low-power applications like assistive tech.

🔗 arxiv.org/abs/2501.05589

#BCI
#MotorImagery
#Neurotech
LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning
Brain--computer interfaces are groundbreaking technology whereby brain signals are used to control external devices. Despite some advances in recent years, electroencephalogram (EEG)-based motor-image...
arxiv.org
May 5, 2025 at 12:12 PM Everybody can reply
2 likes
New #dataset alert! 18 people, 8 #MotorImagery tasks, 5760 trials. And now we’ve got #EEG and #fNIRS data for decoding fine-grained joint movement. It’s a rich resource that may help advance #brain-computer interfaces. Details at @nature.com's #ScientificReports: bit.ly/3ZmpFYg #BCI #neurotech
June 9, 2025 at 3:30 PM Everybody can reply
2 reposts 3 likes