High-performance brain-to-text communication via handwriting

@Toyokeizai @DrScottMorgan @beyohealth スタンフォード大による、脳内想像した「書きたい」という意思を神経信号から読み取って、高速にテキスト置換する研究 | High-performance brain-to-text communication via handwriting | https://t.co/yA68qz6x3N

RT @biochem_fan: Nature "High-performance brain-to-text communication via handwriting" https://t.co/bX9cV2uX9Y https://t.co/nIWprXqiIG http…

RT @shenoystanford: Paper of potential interest...

Nature "High-performance brain-to-text communication via handwriting" https://t.co/bX9cV2uX9Y https://t.co/nIWprXqiIG https://t.co/ZDl9o79gTC 機械に認識しやすい字形が提案されていて、Palm OS の Graffiti を思い出した。運動野から拾うから、上位運動ニューロン障害には使えないのかな。

RT @SangHeeFLee: 논문: Willett FR, Avansino DT, Hochberg LR, Henderson JM, Shenoy KV. 2021. High-performance brain-to-text communication via…

RT @SangHeeFLee: 논문: Willett FR, Avansino DT, Hochberg LR, Henderson JM, Shenoy KV. 2021. High-performance brain-to-text communication via…

High-performance brain-to-text communication via handwriting #future https://t.co/fyo02I8xzF

¿Te imaginas poder escribir con sólo pensarlo? #LaberintoTecnológico🤖 Un hombre de 65 años, a pesar de sufrir una parálisis del cuello hasta los pies, logró traducir sus pensamientos a texto en una pantalla de computadora. Conoce más aquí: https://t.co/

This communication interface can translate mental handwriting to text with an accuracy of 99 percent when combined with autocorrect. Read more: https://t.co/AzemA38BtI

Using an experimental Brain-Computer Interface (BCI), one study participant, achieved typing speeds of 90 characters per minute with 94.1% raw accuracy online, and greater than 99% accuracy offline with a general-purpose autocorrect. https://t.co/Gtre4Egar

This research study focused on brain-computer interfaces (BCI) and their potential application in restoring communication in paralyzed people through real-time translations of neural representation of handwriting to text. https://t.co/b6T8k2bdCB

RT @APTA_SCISIG: One participant with #SCI "...achieved typing speeds of 90 characters/min w/ 94.1% raw accuracy online, and > 99% accuracy…

Lo que viene, un cuadraplegico de 65 años fue capaz de escribir a la misma velocidad de una persona sin el accidente mediante un implante cerebral https://t.co/Ojkewy9ESA

https://t.co/7nj6X0KW5n

One participant with #SCI "...achieved typing speeds of 90 characters/min w/ 94.1% raw accuracy online, and > 99% accuracy offline with a general-purpose autocorrect...these typing speeds exceed those reported for any other #BCI..." https://t.co/LreavP

High-performance brain-to-text communication via handwriting https://t.co/d9IUoUPtXN In this Nature paper, the authors decode signals coming from the part of the motor cortex expressing hand movement. They classify characters from these signals using Recu

These results suggest a new approach for #BCIs that may restore function much better than previously, even many years after #paralysis. https://t.co/5JhLVCgV08

Surprisingly, it appears that temporally complex movements such as handwriting, may be easier to decode than simple point-to-point movements, such as reaching and grasping a water glass. #BCI #artificialintelligence https://t.co/5JhLVCgV08

It was found that a participant whose hand was paralyzed from #SCI, “achieved typing speeds of 90 characters per minute with 94.1% accuracy online and greater than 99% accuracy offline with a general-purpose autocorrect.” https://t.co/5JhLVCgV08

A recent paper described a significant advance in which they used a neural network to decode handwriting movements from brain activity and translate it to text in real time: https://t.co/5JhLVCgV08. #BCI #artificialintelligence

Thread on paper by Francis Willett https://t.co/4iMVjXlMqi

In this study, the researchers look at a brain-computer interface (BCI) that allows paralyzed individuals to perform brain-to-text communication. https://t.co/cLsCNnuUZR

Summary of “High-performance brain-to-text communication via handwriting” https://t.co/0x6bufJxyB 1/13

A new technique for intracortical brain–computer interfaces (BCIs) uses attempted handwriting in paralytic individuals to rapidly and accurately decode neuronal activity in the motor cortex for brain-to-text communication as seen in this study (thread). ht

(1/14) The paper High-performance brain-to-text communication via handwriting, by Willett et al., explores how people who have been debilitated from neural damage can rehabilitate themselves through modern neuroscience technology. https://t.co/b24TnPK2Mi

RT @weirdmedicine: High-performance brain-to-text communication via handwriting | Nature https://t.co/kvesDxUi0D

High-performance brain-to-text communication via handwriting | Nature https://t.co/kvesDxUi0D

RT @bindureddy: Reality beginning to converge with Science Fiction!😍😍 Last week, scientists showed that AI can read your mind Mindwriting…

#cyberpunknow

https://t.co/V6pqOUy8RH @germanjcvs

RT @deskzombies: But they WON’T feed the homeless or make a pen that doesn’t leak. Fuck you all.

RT @shuxnys: こちらの研究、最近論文として出版された模様です。https://t.co/JO7YNYJ8BB

RT @dubey_keiretsu: RT @education_24x7: RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #D…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @dubey_keiretsu: RT @education_24x7: RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #D…

RT @education_24x7: RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Pr…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

But they WON’T feed the homeless or make a pen that doesn’t leak. Fuck you all.

RT @bengreenfield: Brain implant allows paralyzed people to type/text at 90 characters per minute with 94.1% raw accuracy online, and great…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @IntellectOmni: A team @StanfordMed has created an intracortical brain–computer interface, successfully decoding neural representation o…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

RT @Sheraj99: High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #II…

High-Performance Brain-to-Text Comms via Imagined Handwriting. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode ht

A team @StanfordMed has created an intracortical brain–computer interface, successfully decoding neural representation of handwriting in a paralyzed man, producing realtime typed communication with great speed & accuracy #neuro #tech #BCI #science #sci

RT @bengreenfield: Brain implant allows paralyzed people to type/text at 90 characters per minute with 94.1% raw accuracy online, and great…

RT @bengreenfield: Brain implant allows paralyzed people to type/text at 90 characters per minute with 94.1% raw accuracy online, and great…

RT @bengreenfield: Brain implant allows paralyzed people to type/text at 90 characters per minute with 94.1% raw accuracy online, and great…

Brain implant allows paralyzed people to type/text at 90 characters per minute with 94.1% raw accuracy online, and greater than 99% accuracy offline. Click here for more on that👉🏼: https://t.co/IvDnQnDq1v & more info here too👉🏼: https://t.co/8V6RwKGdH0

RT @drjfm_stanford: Spectacular! #Stanford #Neuroscience #neurosurgery

RT @bindureddy: Reality beginning to converge with Science Fiction!😍😍 Last week, scientists showed that AI can read your mind Mindwriting…

RT @bindureddy: Reality beginning to converge with Science Fiction!😍😍 Last week, scientists showed that AI can read your mind Mindwriting…

Estamos en el #futuro. Interfase directa cerebro-computadora logra que un hombre con parálisis pueda escribir 90 caracteres por minuto solo pensando escribir el texto. https://t.co/jzs17hUWO5 https://t.co/CfUHRPpYTE

A team involved with Brain-Computer Interface (#BCI) recently achieved typing speeds of 90 characters per minute with 94.1% raw accuracy online, and greater than 99% accuracy offline with a general-purpose autocorrect. https://t.co/zEhO7Z1mmd https://t.co/

RT @WillettNeuro: Our new study is out today in Nature! We demonstrate a brain-computer interface that can turn thoughts about handwriting…

RT @WillettNeuro: Our new study is out today in Nature! We demonstrate a brain-computer interface that can turn thoughts about handwriting…

RT @BioDecoded: High-performance brain-to-text communication via handwriting | Nature https://t.co/oCDz4XI4qt https://t.co/3ggim8KphM #Bra…

2/2 運動皮質の神経活動から試みられた手書きの動きをデコードし、それをリアルタイムでテキストに変換する皮質内BCIを開発 脊髄損傷で手が麻痺した患者において、94.1％の精度で毎分90文字のタイピング速度がだせた。一般的なスマホの入力速度に近いらしい。すごい。。。 https://t.co/5nn73IIBUa

1/2　高性能な脳から手書きテキスト /Nature https://t.co/5nn73IIBUa 何とも未来的 ブレインコンピューターインターフェース(BCI)は脳内にデバイスを埋めて考えたことをいろんな出力に変換する技術 イーロンマスクがBCIのNeuralinkを起業しているのも有名 猿にBCIでゲームさせてる実験があったような

RT @UTAC_UB: Una interfície cervell-ordinador (brain-computer interface o BCI) permet a una persona amb lesió medul·lar alta (paràlisi de c…

RT @LgHumanMachine: And a link to the Nature article mentioned: https://t.co/sZ9cW3qs3E https://t.co/VTeTih8hPc

Intracortical BCI —> neural activity in M1 —> RNN decoder —> real-time translation of imagined handwriting to text! Interesting: “temporally complex movements like handwriting maybe easier to decode than simpler point-to-point movements” h

RT @bindureddy: Reality beginning to converge with Science Fiction!😍😍 Last week, scientists showed that AI can read your mind Mindwriting…

RT @realscientists: Second: thoughts-to-text. Mental handwriting turned into text in real time. This work demonstrated a man with severe…

#Astonishing.

RT @realscientists: Second: thoughts-to-text. Mental handwriting turned into text in real time. This work demonstrated a man with severe…

RT @realscientists: Second: thoughts-to-text. Mental handwriting turned into text in real time. This work demonstrated a man with severe…

Second: thoughts-to-text. Mental handwriting turned into text in real time. This work demonstrated a man with severe paralysis could write up to *90 chars / min*. Beautiful work from @WillettNeuro https://t.co/iqrMs1rY11

RT @WillettNeuro: Our new study is out today in Nature! We demonstrate a brain-computer interface that can turn thoughts about handwriting…

RT @WillettNeuro: Our new study is out today in Nature! We demonstrate a brain-computer interface that can turn thoughts about handwriting…

RT @WillettNeuro: Our new study is out today in Nature! We demonstrate a brain-computer interface that can turn thoughts about handwriting…

RT @EcsuOist: Impressive work on computer interfaces. But: half a century ago we already had sensory substitution systems for people with i…

RT @EricTopol: Brain -> text. Remarkable. #AI https://t.co/3waTfxaZCA @nature https://t.co/Ir02rnRsgF

RT @hardmaru: High-performance brain-to-text communication via handwriting The brain–computer interface decodes attempted handwriting move…

RT @B_Tomasik: The future is now! A brain-implant system trained to decode the neural signals for handwriting from a paralyzed man enabled…

RT @ABOMEHSN: مذهل.. نجاح تجربة تحويل الأفكار إلى كتابة.. يفكر الشخص المصاب بالشلل أنه يكتب ثم تتحول تلك الأفكار إلى حروف بسرعة 18 كلمة بال…

The future is now! A brain-implant system trained to decode the neural signals for handwriting from a paralyzed man enabled a computer to type up to 90 characters per minute with 94 percent accuracy.

Impressive work on computer interfaces. But: half a century ago we already had sensory substitution systems for people with impaired perception, and they are still not widely adopted. Key lesson? There is more to interaction than speed and functionality! h

RT @WillettNeuro: Our new study is out today in Nature! We demonstrate a brain-computer interface that can turn thoughts about handwriting…

RT @WillettNeuro: Our new study is out today in Nature! We demonstrate a brain-computer interface that can turn thoughts about handwriting…

Скоро нас чипируют и мы сможем писать твиты силой мысли https://t.co/lJXe50uEpX

RT @PROJECTCONSULT_: [EN] High-performance brain-to-text communication via handwriting |c ... Cyborgs & AI on the rise | #Cyborg #AI #brain…

RT @BioDecoded: High-performance brain-to-text communication via handwriting | Nature https://t.co/oCDz4XI4qt https://t.co/3ggim8KphM #Bra…

Een brief schrijven met ALLEEN er aan denken #Fantastische nieuwe ontwikkeling in #BCI brain–computer interfaces: ‘Mental handwriting’ Oplossing voor patiënten met #ALS #lockedin en uiteindelijk nieuwe computer techniek voor ons allemaal @NatureMedicine

RT @BioDecoded: High-performance brain-to-text communication via handwriting | Nature https://t.co/oCDz4XI4qt https://t.co/3ggim8KphM #Bra…

RT @aina_puce: A great example of BCI teamwork by scientists working across universities & research institutions. This is what the public s…

RT @aina_puce: A great example of BCI teamwork by scientists working across universities & research institutions. This is what the public s…

RT @aina_puce: A great example of BCI teamwork by scientists working across universities & research institutions. This is what the public s…

RT @Nature: A Nature paper demonstrates a method of communication for people with paralysis that uses a computer to decode attempted handwr…

RT @IgnatovaLab: High-performance brain-to-text communication via handwriting | Nature https://t.co/MEc0K9WnRu

RT @UTAC_UB: Una interfície cervell-ordinador (brain-computer interface o BCI) permet a una persona amb lesió medul·lar alta (paràlisi de c…

RT @hardmaru: High-performance brain-to-text communication via handwriting The brain–computer interface decodes attempted handwriting move…