A new principle for learning in neural networks called āprospective configurationā, which is more efficient in learning and consistent with neural and behavior data than backpropagation
nature.com/articles/s41593-0ā¦
New editorial on symptom decoding study in DBS patients with Parkinson disease by the group of @HirschmannJan. They found that cortical brain signals significantly improve machine learning performance compared to subthalamic activity alone!
[Parkinsonās disease (PD)] Neumann: "Combining cortical brain signal recordings with subcortical stimulation informed by machine learning algorithms may provide the necessary foundation for a neuroprosthetics approach to deep brain stimulation in PD."
doi.org/10.1016/j.clinph.202ā¦
Excited that our work on decoding of locomotor function and dysfunction in PD patients got nominated for the 2023 BCI award ! @gtec_BCI@Kyuhwa_BCI@YohannThenaisie š„³ Looking forward to the ceremony on October 11 where the winners will be announced š„š¤bci-award.com/Home
Results from @YohannThenaisie@_NeuroRestore@EdMoraud & collaborators "expose key principles through which subthalamic nucleus dynamics encode walking, opening the possibility to operate neuroprosthetic systems with these signals to improve walking in people with #Parkinsons"
š¤Æš§Øš¦¾š¦æš¶āāļøWow, this paper covers everything that you can with regard to subthalamic LFP, brain signal decoding and gait in #Parkinsons patients with #DBS. Check out the preprint by @YohannThenaisie and Kyuhwa Lees from @EdMoraud s group:
medrxiv.org/content/10.1101/ā¦
Dear all, check our perspective article on closed-loop DBS control strategies. Great work together with my friend @EdMoraud.
Controlling Clinical States Governed by Different Temporal Dynamics With Closed-Loop Deep Brain Stimulation: A Principled Framework frontiersin.org/article/10.3ā¦
Congratulations to @YohannThenaisie for his outstanding and highly entertaining performance at the 2021 edition of the competion "Ma these en 180 secondes" -- which got him the 1st price of the Jury! @unil! youtube.com/watch?v=6u3MQFi3ā¦
Thank you to all the organisers of the @LS2Switzerland for a very inspiring 2021 annual meeting ! I was honoured to be selected for the final of the "PIs of tomorrow" session #PIOT2021. Congratulations to the winner @ElisaAraldi and to all the other candidates. See you next year!