|
|
|
|
| LEADER |
01000naa a22002652 4500 |
| 001 |
NLM308950992 |
| 003 |
DE-627 |
| 005 |
20231225132837.0 |
| 007 |
cr uuu---uuuuu |
| 008 |
231225s2020 xx |||||o 00| ||eng c |
| 024 |
7 |
|
|a 10.1002/adma.202000969
|2 doi
|
| 028 |
5 |
2 |
|a pubmed24n1029.xml
|
| 035 |
|
|
|a (DE-627)NLM308950992
|
| 035 |
|
|
|a (NLM)32310332
|
| 040 |
|
|
|a DE-627
|b ger
|c DE-627
|e rakwb
|
| 041 |
|
|
|a eng
|
| 100 |
1 |
|
|a Lee, Jun Ho
|e verfasserin
|4 aut
|
| 245 |
1 |
2 |
|a A Behavior-Learned Cross-Reactive Sensor Matrix for Intelligent Skin Perception
|
| 264 |
|
1 |
|c 2020
|
| 336 |
|
|
|a Text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a ƒaComputermedien
|b c
|2 rdamedia
|
| 338 |
|
|
|a ƒa Online-Ressource
|b cr
|2 rdacarrier
|
| 500 |
|
|
|a Date Completed 02.03.2021
|
| 500 |
|
|
|a Date Revised 02.03.2021
|
| 500 |
|
|
|a published: Print-Electronic
|
| 500 |
|
|
|a Citation Status MEDLINE
|
| 520 |
|
|
|a © 2020 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.
|
| 520 |
|
|
|a Mimicking human skin sensation such as spontaneous multimodal perception and identification/discrimination of intermixed stimuli is severely hindered by the difficulty of efficient integration of complex cutaneous receptor-emulating circuitry and the lack of an appropriate protocol to discern the intermixed signals. Here, a highly stretchable cross-reactive sensor matrix is demonstrated, which can detect, classify, and discriminate various intermixed tactile and thermal stimuli using a machine-learning approach. Particularly, the multimodal perception ability is achieved by utilizing a learning algorithm based on the bag-of-words (BoW) model, where, by learning and recognizing the stimulus-dependent 2D output image patterns, the discrimination of each stimulus in various multimodal stimuli environments is possible. In addition, the single sensor device integrated in the cross-reactive sensor matrix exhibits multimodal detection of strain, flexion, pressure, and temperature. It is hoped that his proof-of-concept device with machine-learning-based approach will provide a versatile route to simplify the electronic skin systems with reduced architecture complexity and adaptability to various environments beyond the limitation of conventional "lock and key" approaches
|
| 650 |
|
4 |
|a Journal Article
|
| 650 |
|
4 |
|a cross-reactive sensor matrixes
|
| 650 |
|
4 |
|a electronic skin
|
| 650 |
|
4 |
|a machine-learning sensors
|
| 650 |
|
4 |
|a tactile sensor arrays
|
| 650 |
|
7 |
|a Coated Materials, Biocompatible
|2 NLM
|
| 650 |
|
7 |
|a Polyurethanes
|2 NLM
|
| 650 |
|
7 |
|a Silver
|2 NLM
|
| 650 |
|
7 |
|a 3M4G523W1G
|2 NLM
|
| 700 |
1 |
|
|a Heo, Jae Sang
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Kim, Yoon-Jeong
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Eom, Jimi
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Jung, Hong Jun
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Kim, Jong-Woong
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Kim, Insoo
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Park, Ho-Hyun
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Mo, Hyun Sun
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Kim, Yong-Hoon
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Park, Sung Kyu
|e verfasserin
|4 aut
|
| 773 |
0 |
8 |
|i Enthalten in
|t Advanced materials (Deerfield Beach, Fla.)
|d 1998
|g 32(2020), 22 vom: 13. Juni, Seite e2000969
|w (DE-627)NLM098206397
|x 1521-4095
|7 nnns
|
| 773 |
1 |
8 |
|g volume:32
|g year:2020
|g number:22
|g day:13
|g month:06
|g pages:e2000969
|
| 856 |
4 |
0 |
|u http://dx.doi.org/10.1002/adma.202000969
|3 Volltext
|
| 912 |
|
|
|a GBV_USEFLAG_A
|
| 912 |
|
|
|a SYSFLAG_A
|
| 912 |
|
|
|a GBV_NLM
|
| 912 |
|
|
|a GBV_ILN_350
|
| 951 |
|
|
|a AR
|
| 952 |
|
|
|d 32
|j 2020
|e 22
|b 13
|c 06
|h e2000969
|