Our new study on cross-participant cortical mapping (with @alex_ander) is out in @ImagingNeurosci!
direct.mit.edu/imag/article/d…
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direct.mit.edu/imag/article/d…
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Jerry Tang
@jerryptang
postdoctoral fellow at UT Austin interested in language disorders and brain-computer interfaces
79 Following 1.3K Followers 47 Posts
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We're excited to share our new study on decoding brain activity in participants with post-stroke aphasia! We think this is an important step towards cognitive brain-computer interfaces for patients with language disorders
biorxiv.org/content/10.648…
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biorxiv.org/content/10.648…
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I’ll be presenting this work at the #NeurIPS2023 5pm poster session on Wednesday — come by to chat about the relationship between language and vision in the brain!
Multimodal transformers make it possible to transfer fMRI encoding models between language and vision! (though mostly from L->V and not V->L 🤔) New paper from @jerryptang @_du_meng @vvobot @vasudev_lal arxiv.org/abs/2305.12248View quoted post on X
Our language decoding paper (@AmandaLeBel3 @shaileeejain @alex_ander) is out! We found that it is possible to use functional MRI scans to predict the words that a user was hearing or imagining when the scans were collected nature.com/articles/s4159…
www.nature.com Semantic reconstruction of continuous language from non-invasive brain recordings Nature Neuroscience - Tang et al. show that continuous language can be decoded from functional MRI recordings to recover the meaning of perceived and imagined speech stimuli and silent videos and... this is generating a lot of discussion and we wanted to clear a few things up. first, we take privacy very seriously and reject the use of brain decoders for surveillance, interrogation, and other unethical applications
very excited to share our paper on reconstructing language from non-invasive brain recordings! we introduce a decoder that takes in fMRI recordings and generates continuous language descriptions of perceived speech, imagined speech, and possibly much more biorxiv.org/content/10.110…View quoted post on X