Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystrokes and overcome the ceiling effect in motor skills. Read more in @SciRobotics: https://t.co/tgbeTKSZTP https://t.co/IRY8XtdF5d
Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton.
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Jan 2025 – Sep 2025Where it's discussed
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What people are saying
These discussions reflect strong support and curiosity about the article, with participants referencing specific examples such as the robotic exoskeleton enabling faster keystrokes and overcoming performance ceilings, emphasizing words like 'game changer' and mentioning empirical methods. Tone and context convey excitement about technological advancements in motor training and their broad implications for skill development.
Most discussions explicitly support the research, highlighting the novel approach's effectiveness in overcoming skill plateaus.
Posts show high curiosity, referencing multiple studies and emphasizing the significance of the technology for motor skill development.
Some posts cite specific methods and implications, indicating thoughtful participation, though not deeply analytical.
The broad appreciation and recognition of the research’s potential for advancing skills suggest it’s viewed as having significant influence.
Abstract in brief
- Trained individuals like athletes and musicians often hit a "ceiling effect" in skill development, where further improvements become difficult, particularly if they lack prior experience in certain movements.
- Using a hand exoskeleton robot, expert pianists were exposed to complex finger movements beyond their own capabilities, which allowed them to improve their speed in playing, even without direct training on those specific movements.
- The training not only enhanced performance in the trained hand but also improved the untrained hand's motor skills, indicating that passive exposure to new skills can help overcome plateaus in performance.
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Most liked on X and BlueskyScientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystrokes and overcome the ceiling effect in motor skills. Read more in @SciRobotics: https://t.co/tgbeTKSZTP https://t.co/RRE4zSVRRm
機械を装着したピアニストが機械によって自力で出せない速度を体験させることで、限界(天井効果)を超えたという論文
Robotic hand for pianists.
2/2 Plus d'informations dans cet article de Science : https://t.co/9t4gI4g98R
Do read this! It is perhaps the first research paper I have seen that addresses the motoric aspect of playing in a truly empirical manner https://t.co/NMI5etBOhX https://t.co/7ETuuqsYQG
All mentions
Overcoming the Skill Ceiling with Hand Exoskeleton Technology
Expert pianists improved finger movement speed using a hand exoskeleton that exposes them to complex movements beyond their capabilities, overcoming performance plateaus and enhancing skills in both hands.
Enhancing Motor Skills with Exoskeletons to Overcome Performance Limits
Expert pianists used a hand exoskeleton robot to experience complex finger movements beyond their current abilities, resulting in improved playing speed and motor performance. This method shows potential for overcoming…
Robotic Glove Accelerates Piano Performance and Motor Skill Development
Scientists in Tokyo created a robotic glove that helps pianists improve speed and accuracy by facilitating finger movements. This technology may revolutionize music learning and other skill acquisitions through passive…
Exoskeleton-Based Training Elevates Motor Skills Beyond Expertise Limits
This video discusses how exposure to complex finger movements via a robotic exoskeleton improves motor skills beyond traditional limits, demonstrating enhanced performance in pianists and intermanual transfer effects.
Overcoming Skill Ceilings with Sensory Experience and Hand Exoskeletons
Expert pianists improved their finger movement speed using a hand exoskeleton, surpassing traditional skill limits. This sensory-based training enhances both trained and untrained hand performance by exposing…
Overcoming Skill Plateaus with Hand Exoskeleton Technology
Experts like pianists often reach a skill ceiling that limits progress. This video explores how a hand exoskeleton robot provides novel sensory experiences, allowing expert performers to enhance their finger movement…
Surmounting the ceiling effect of motor expertise by novel sensory stimulation with a hand exoskeleton https://t.co/eIhFjJCTAy
See also: Furuya et al. (2025) in "Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand skeleton". Successful tool use/synergy enhances personal skills and agency? https://t.co/wOtMkZFHbN
RT @JST_Moonshot: #金井良太 プロジェクトの成果が『Science Robotics』(vol.10, no.98, Jan 2025) の表紙を飾っています♪ #ムーンショット型研究開発制度 【ピアニストが自身の限界を超える技能を身体で覚える手法を発見】…
RT @JST_Moonshot: #金井良太 プロジェクトの成果が『Science Robotics』(vol.10, no.98, Jan 2025) の表紙を飾っています♪ #ムーンショット型研究開発制度 【ピアニストが自身の限界を超える技能を身体で覚える手法を発見】…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
この論文のabstractには、”One bottleneck to overcome it is having no prior physical experience with the skill to be learned.”と書いてある。このフレーズを読んで、ギターの先生が言っていたことを思い出した。 https://t.co/XJK44wyjYT
https://t.co/HEorVy2mAz
RT @CeoImed: 凄い!!! 「手のパワードスーツでピアニストの天井効果を克服!」 Science Robotics ・ アスリートや音楽家などは学習が頭打ちになることが多く「天井効果」と呼ぶ ・ 熟練ピアニストに自発的にできない高速で複雑な指の動きを体験させ…
RT @AeroSpaceHF: Robotic hand for pianists.
Robotic hand for pianists.
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
Altho the skill of moving the fingers quickly plateaued thru weeks of practice, passive exposure to otherwise impossible complex finger movements generated by the exoskeleton robot…enabled them to play faster. @NFL @Olympics https://t.co/o1SMp4HwiG
Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystrokes and overcome the ceiling effect in motor skills. Read more in @SciRobotics https://t.co/bnpbBhBno4 https://t.co/CQaqAfHb63
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystrokes and overcome the ceiling effect in motor skills. Read more in @SciRobotics: https://t.co/tgbeTKSZTP https://t.co/IRY8XtdF5d
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
Japonští vědci přišli na způsob, jak naučit pianisty hrát rychleji. Pomocí robotického exoskeletonu. Považte toho času, co by se ušetřilo kdyby se hrálo rychleji...
RT @JST_Moonshot: #金井良太 プロジェクトの成果が『Science Robotics』(vol.10, no.98, Jan 2025) の表紙を飾っています♪ #ムーンショット型研究開発制度 【ピアニストが自身の限界を超える技能を身体で覚える手法を発見】…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
Do read this! It is perhaps the first research paper I have seen that addresses the motoric aspect of playing in a truly empirical manner https://t.co/NMI5etBOhX https://t.co/7ETuuqsYQG
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystrokes and overcome the ceiling effect in motor skills. Read more in @SciRobotics: https://t.co/tgbeTKSZTP https://t.co/RRE4zSVRRm
私が誕生日に欲しいもの 全指につけるメカニカルアームでピアノの学習早くするやつ https://t.co/6Pn5PiXV2W https://t.co/WDfePEkQhK
RT @CeoImed: 凄い!!! 「手のパワードスーツでピアニストの天井効果を克服!」 Science Robotics ・ アスリートや音楽家などは学習が頭打ちになることが多く「天井効果」と呼ぶ ・ 熟練ピアニストに自発的にできない高速で複雑な指の動きを体験させ…
RT @astropierre: 2/2 Plus d'informations dans cet article de Science : https://t.co/9t4gI4g98R
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
Complex motor learning through passive exposure by an external effector: pianists were able to overcome ceiling effects in learning complex motions by being externally guided through movements by a robotic hand. https://t.co/q9j86dDcXm
वैज्ञानिकों ने एक रोबोटिक हैंड एक्सोस्केलेटन विकसित किया है जो विशेषज्ञ पियानिस्टों को तेज कीस्ट्रोक्स बजाने और मोटर स्किल्स में आने वाली सीमा को पार करने के लिए निष्क्रिय रूप से प्रशिक्षण दे सकता है। अधिक जानकारी पढ़ें @SciRobotics: https://t.co/HapEoegss3 https://t.co/Fn963zJI7D
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @astropierre: 2/2 Plus d'informations dans cet article de Science : https://t.co/9t4gI4g98R
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @astropierre: 2/2 Plus d'informations dans cet article de Science : https://t.co/9t4gI4g98R
RT @astropierre: 2/2 Plus d'informations dans cet article de Science : https://t.co/9t4gI4g98R
2/2 Plus d'informations dans cet article de Science : https://t.co/9t4gI4g98R
@tepferdan Wondering what you think about this ? https://t.co/KqyASQEaDZ
RT @CeoImed: 凄い!!! 「手のパワードスーツでピアニストの天井効果を克服!」 Science Robotics ・ アスリートや音楽家などは学習が頭打ちになることが多く「天井効果」と呼ぶ ・ 熟練ピアニストに自発的にできない高速で複雑な指の動きを体験させ…
指を高速に動かす「外骨格ロボット」で“自身の限界”を超えるピアノ練習法、ソニーCSLが発見 ちゃんと裏をとるひとなので、CSLの論文を探してきました。https://t.co/TdUAcsgFp2
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @CeoImed: 凄い!!! 「手のパワードスーツでピアニストの天井効果を克服!」 Science Robotics ・ アスリートや音楽家などは学習が頭打ちになることが多く「天井効果」と呼ぶ ・ 熟練ピアニストに自発的にできない高速で複雑な指の動きを体験させ…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
原文ざっと読んできた。ロボットハンド使った練習で、単純な屈伸運動はほぼ変わらず、3度重音のトリルで5%~の速度上昇。BPMだと138(平均的ピアニストのそれ)が145辺りになったわけで、かなりの上達ではあるけど、非人間的(超人的)な速さになったってわけでもないんだね。 https://t.co/j4JxdrcEyo
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @CeoImed: 凄い!!! 「手のパワードスーツでピアニストの天井効果を克服!」 Science Robotics ・ アスリートや音楽家などは学習が頭打ちになることが多く「天井効果」と呼ぶ ・ 熟練ピアニストに自発的にできない高速で複雑な指の動きを体験させ…
Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/PkU0ECYEA8
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @CeoImed: 凄い!!! 「手のパワードスーツでピアニストの天井効果を克服!」 Science Robotics ・ アスリートや音楽家などは学習が頭打ちになることが多く「天井効果」と呼ぶ ・ 熟練ピアニストに自発的にできない高速で複雑な指の動きを体験させ…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
このギアも面白いし、トレーニング方法の発想が凄い! https://t.co/gs4on0uldr
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @Kyukimasa: ピアニストの演奏速度限界を超える外骨格ロボットハンド https://t.co/b3cSt8nU38 ピアノ演奏はどれだけ練習を積んでも頭打ちになってしまう段階があるが、装着した外骨格で自分では不可能な速度で演奏訓練させると、機械を外した後も頭打ち…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ScienceMagazine: Scientists have developed a robotic hand exoskeleton that can passively train expert pianists to play faster keystroke…
RT @ktomlab: 機械を装着したピアニストが機械によって自力で出せない速度を体験させることで、限界(天井効果)を超えたという論文
機械を装着したピアニストが機械によって自力で出せない速度を体験させることで、限界(天井効果)を超えたという論文
これずっと言ってきたテクノロジーの進歩により、人間は学習経路を変えれば今までできなかった速さで習熟ができる!! やはり!! Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/gLeBD3QuHO
RT @fibmed: Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https:…
Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/9RkVz2DwUJ
Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/zZjVebN5FJ
Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/1ZaXI796ZZ
Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/P1ISgvFzwa
おもろい Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/nYLYprO8UM
Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/cDhgCAZ1Q9
ExoSkeletonで運動能力の限界を拡張する研究(熟練ピアニストがさらに高速演奏できるようにするための外骨格ロボット)。 複雑な運動を長年極めてきた熟練者の動作速度までも向上させられるのは面白い。 あと片手にだけパッシブな高速運動を体験させても、もう片手の演奏速度が上がるらしい。外骨格ロボットのアシストの中で運動感覚自体がアップデートされるんだろうな。 https://www.science.org/doi/10.1126/scirobotics.adn3802
I definitely need this: Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton | Science Robotics https://t.co/Ofn2zd6N0B
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