Yeah, I guess my impression was that the best "in the field" work so far doesn't have cortical read outs and it seems like that might still be far away? Though actually I'm not sure what is actually in the field
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I think it's a fair to say the best control for motor prosthetics is from peripheral interfaces so far. The therapeutic goal is the same but they're fundamentally different systems. Brain interfaces have wider targets for treatment, extend to these bigger DARPA-esque goals.
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Replying to @neuroamyo @neuroecology and
For higher-D control (esp. in people), I'm not familiar with peripheral work that can match
@jenpgh & colleagues' (cortical) work (and recent work from@sergeydoestweet et al.). I might be missing great stuff! What are you thinking of? I'm not on top of peripheral literature.
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Replying to @chethan @neuroamyo and
Citation? And how are these studies compared? Is there any sort of standard?
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Replying to @jjsakon @neuroamyo and
Geez, John. It's like you reached into my brain and extracted my biggest pet peeve with surgical precision. 1/npic.twitter.com/OVtQPOmBWO
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It is very difficult to compare BCI studies! In
@jenpgh et al.'s work, a great functional measure they used was performance in a common clinical assessment, the (adapted) Action Research Arm Test (ARAT). https://www.ncbi.nlm.nih.gov/pubmed/232536231 reply 1 retweet 4 likes -
[ Side note: they also were up front about the variability in performance they saw from day to day, which is phenomenal. ]
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For lower-D control (e.g., 2-D cursor) it is easier to quantify/compare performance. For communication rates, I'm proud of the exhaustive effort we put into benchmarking/comparing performance in our study (Table 1):https://elifesciences.org/articles/18554
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You can also compare performance in terms of control fidelity. For 2-D control we were pretty exhaustive in our comparison here (Supp Table 1): https://www.ncbi.nlm.nih.gov/pubmed/26413781
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Many folks have been working to make studies more comparable. I fully admit it is /exceedingly difficult/ to compare as you get to more complex control tasks/applications, but I hope folks keep trying. /end_rant
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love the efforts you and others are making towards standards. They're hard, but so important.
I'll also plug direct head to head comparisons when feasible (more for lab than clinical). Maryam and I thought a lot about that in our recent work.https://www.nature.com/articles/ncomms13825 …
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