Xiaoxi Wei

Interested in Brainwave decoding and deep learning.

[FaisalLab @FaisalLab]

Delighted that our @NeurIPSConf #BEETL competition paper covering advances in #ML for #EEG decoding has now been published in #PMLR @FaisalLab @xiaoxi_wei @AnalogAldo @sylvcheva @vjayaram_bci @agramfort
https://t.co/n2GqYhDZmf

[FaisalLab @FaisalLab]

Delighted to announce the winners of our 2021 @NeurIPSConf Benchmarks for #EEG Transfer Learning #BEETL competition on healthcare data & #BCI on #NeurIPS2021 Competition Track Day 4, 10/12/21. Organised by @FaisalLab @xiaoxi_wei @AnalogAldo @sylvcheva @vjayaram_bci @agramfort

[FaisalLab @FaisalLab]

Our latest paper in @SciReports:
We used our supernumerary #robotic 3rd thumb #SR3T to study the limits of #HumanAugmentation in a skilled motor task: playing the piano.
https://t.co/SuUPd4W2o3
With @Ali_Shafti, @HaarShlomi, @renato__mio, @GuilleminotPie1 and @AnalogAldo
(1/10)

[FaisalLab @FaisalLab]

Delighted at officially opening our 2021 @NeurIPSConf competition #BEETL for Transfer Learning in healthcare data using #EEG #BCI & sleep diagnostics as exemplars. Details on https://t.co/xJLb2b4ofb @AnalogAldo @xiaoxi_wei @sylvcheva @vjayaram_bci @agramfort

[FaisalLab @FaisalLab]

Our Action Grammars approach for analysing complex behaviour enables comparing structural complexity in real-world tasks, such as tool making & link these to #neurocognitive foundations & computation. Out in @SciReports with D.Stout @Ali_Shafti @AnalogAldo https://t.co/TFybLlPObz

[FaisalLab @FaisalLab]

Poster Session 3 (166) #NER2021 - https://t.co/GRsf7QyK6v et A.A.Faisal, 2021 A meta-learning approach for motor imagery EEG decoding that utilises source subjects’ EEG to increase decoding accuracy #Neural #Engineering @IEEEBrain @IEEEembs @xiaoxi_wei @pablosmig @AnalogAldo

[FaisalLab @FaisalLab]

Delighted to see Prof. Aldo Faisal @analogaldo speak #NER2021 (Pod Sess1, talk 129) on our work on deep federated transfer learning to train & combine multi-source subjects’ EEG in a data privacy-preserving manner. #Neural #Engineering @IEEEBrain @IEEEembs @xiaoxi_wei @pablosmig

[FaisalLab @FaisalLab]

1/8 New #NCMpaper out in @SciReports

#RealWorldNeuroscience studying how people learn to play pool to gain data-driven understanding of motor learning & human skill acquisition using #MoBI

@HaarShlomi @AnalogAldo @imperialcollege @ImperialBioeng

https://t.co/3ytCj2fAMt

[FaisalLab @FaisalLab]

A new multimodal fNIRS-EEG-EMG-gripForce dataset during right and left hand grips! A testbed for developing #ML & #AI algorithms for #BCI decoding.
@analogAldo @pablosmig

https://t.co/CY5YWLwDZe

[FaisalLab @FaisalLab]

Our latest work on „How brain computer interface technology could help people with paralysis“ festured on #CGTN #RAZOR Full Episode https://t.co/iFgssFk6na @cgtnofficial #FL @pablosmig @cybathlon @xiaoxi_wei @AI4HealthCentre @ImperialAI

[FaisalLab @FaisalLab]

Delighted to see our @xiaoxi_wei speak @cybathlon Symposium on our work on deep transfer learning to setup & train #EEG #BCI systems faster from session to session and subject to subject. #cybathlon @AI4HealthCentre @ImperialAI

[FaisalLab @FaisalLab]

Delighted that @MattHancock announced the @NHSX AI Award in Health & Care: We won! Our award enables us now to setup a clinical #AI testbed @ImperialNHS @uclh to refine & validate our Level 1 autonomous #AIclincian @matkomorowski @agordonICU @ImperialAI https://t.co/3sjGSdFKGa

[FaisalLab @FaisalLab]

1/9 New #NCMpaper out in @FrontNeurosci

A #RealWorldNeuroscience study in a game of billiards reveal neural (mobile EEG) and behavioural signatures (full-body kinematics) of multiple motor-learning mechanisms
@HaarShlomi @AnalogAldo @imperialcollege

https://t.co/DF8LXaKB3y

[Shlomi Haar @HaarShlomi]

1/7 Our update of the Krakauer (@blamlab) & Shadmehr (@reziliusReza) 2008 model of motor control is finally out in the Journal of Cognitive Neuroscience @mitpress!
With @OpherDonchin, #NCMpaper

https://t.co/nKlU2Hw9F9

[FaisalLab @FaisalLab]

We are recruiting two PhD students to start Fall 2020 as part of @imperialcollege - @TU_Muenchen Joint Academy of Doctoral Studies to work on “Human not monkey robotics: Neuro-inspired object manipulation with dextrous hands” together with @franklin_lab

[FaisalLab @FaisalLab]

Our #IROS2020 paper, we show how humans and intelligent #robots can co-adapt using #ReinforcementLearning in a real-world unstable task, creating a successful personalised collaboration in less than 1hr of interaction. Human-in-the-Loop RL; preprint here: https://t.co/mOJFGpxtOx

[FaisalLab @FaisalLab]

New preprint from @FaisalLab, @Ali_Shafti , @HaarShlomi, @AnalogAldo : "Learning to Play the Piano with the Supernumerary #Robotic 3rd Thumb". We study how human motor learning enables us to play 11-finger piano with supernumerary #HumanAugmentation (1/8)
https://t.co/7o36v7CeGX

[Neuroscience News @NeuroscienceNew]

Two-person MRI reveals how touching is perceived in the brain

A novel two-person MRI study reveals what goes on in the brain when two people touch and cuddle. During the interaction, the subjects' brain activity synchronized. #neuroscience #science
https://t.co/a8DhLZoloe

[Xiaoxi Wei @xiaoxi_wei]

P300 based BCI
https://t.co/6LyQEQmh6T

[Xiaoxi Wei @xiaoxi_wei]

https://t.co/pqPmtUziPa