Neuromorphic circuits impart a sense of touch

Science ◽  
2018 ◽  
Vol 360 (6392) ◽  
pp. 966-967 ◽  
Author(s):  
Chiara Bartolozzi
2021 ◽  
Vol 5 (1) ◽  
Author(s):  
Debarun Sengupta ◽  
Joshua Romano ◽  
Ajay Giri Prakash Kottapalli

AbstractIn this work, we report a class of wearable, stitchable, and sensitive carbon nanofiber (CNF)-polydimethylsiloxane (PDMS) composite-based piezoresistive sensors realized by carbonizing electrospun polyacrylonitrile (PAN) nanofibers and subsequently embedding in PDMS elastomeric thin films. Electro-mechanical tactile sensing characterization of the resulting piezoresistive strain sensors revealed a linear response with an average force sensitivity of ~1.82 kN−1 for normal forces up to 20 N. The real-time functionality of the CNF-PDMS composite sensors in wearable body sensor networks and advanced bionic skin applications was demonstrated through human motion and gesture monitoring experiments. A skin-inspired artificial soft sensor capable of demonstrating proprioceptive and tactile sensory perception utilizing CNF bundles has been shown. Furthermore, a 16-point pressure-sensitive flexible sensor array mimicking slow adapting low threshold mechanoreceptors of glabrous skin was demonstrated. Such devices in tandem with neuromorphic circuits can potentially recreate the sense of touch in robotic arms and restore somatosensory perception in amputees.


2020 ◽  
Author(s):  
Lisa Wati

Abstrak Perangkat lunak komputer (software) atau disebut juga dengan peranti lunak adalah sebuah program komputer yang menjadi jembatan penghubung antara pengguna komputer (user) dengan komputer. Dengan kata lain, perangkat lunak merupakan penerjemah antara user sebagai pemberi intruksi dan komputer sebagai pihak yang menerima intruksi. Software memiliki sifat bertolak belakang dengan hardware. Jika fisik hardware dapat disentuh, lain halnya dengan software, software tidak dapat disentuh dengan indra peraba secara fisik. Namun, software sangat penting dalam pengoprasian komputer. Karna tanpa software komputer hanya mesin yang tidak dapat dioperasikan dengan intruksi user. Sistem software dibuat dengan menggunakan bahasa pemrograman yang ditulis oleh programmer sehingga menjadi kode yang dapat dikenali perangkat keras.Kata kunci : Perangkat lunak komputer, software, programAbstractComputer software (software) is a computer program that serves as a bridge between computer users (users) and computers. In other words, software is a translator between the user as the giver of instructions and the computer as the party who receives the instructions. Software has the opposite properties to hardware. If physical hardware can be touched, another case with software, software cannot be touched with the physical sense of touch. However, software is very important in operating the computer. Because without computer software only machines that cannot be operated with user instructions. The software system is created using a programming language written by the programmer so that it becomes code that can be recognized by the hardware.Keywords: Computer software, software, program


2020 ◽  
Author(s):  
Lisawati

Abstrak Perangkat lunak komputer (software) atau disebut juga dengan peranti lunak adalah sebuah program komputer yang menjadi jembatan penghubung antara pengguna komputer (user) dengan komputer. Dengan kata lain, perangkat lunak merupakan penerjemah antara user sebagai pemberi intruksi dan komputer sebagai pihak yang menerima intruksi. Software memiliki sifat bertolak belakang dengan hardware. Jika fisik hardware dapat disentuh, lain halnya dengan software, software tidak dapat disentuh dengan indra peraba secara fisik. Namun, software sangat penting dalam pengoprasian komputer. Karna tanpa software komputer hanya mesin yang tidak dapat dioperasikan dengan intruksi user. Sistem software dibuat dengan menggunakan bahasa pemrograman yang ditulis oleh programmer sehingga menjadi kode yang dapat dikenali perangkat keras.Kata kunci : Perangkat lunak komputer, software, program AbstractComputer software (software) is a computer program that serves as a bridge between computer users (users) and computers. In other words, software is a translator between the user as the giver of instructions and the computer as the party who receives the instructions. Software has the opposite properties to hardware. If physical hardware can be touched, another case with software, software cannot be touched with the physical sense of touch. However, software is very important in operating the computer. Because without computer software only machines that cannot be operated with user instructions. The software system is created using a programming language written by the programmer so that it becomes code that can be recognized by the hardware.Keywords: Computer software, software, program


2020 ◽  
Author(s):  
Nirleka Nasution

Computer software is a computer program that serves as a bridge between computer users (users) and computers. In other words, software is a translator between the user as the giver of instructions and the computer as the party who receives the instructions. Software has the opposite properties to hardware. If physical hardware can be touched, another case with software, software cannot be touched with the physical sense of touch. However, software is very important in operating the computer. Because without computer software only machines that cannot be operated with user instructions. The software system is created using a programming language written by the programmer so that it becomes code that can be recognized by the hardware.Keywords: Computer software.


2020 ◽  
Author(s):  
Zulfa

Perangkat lunak komputer (software) atau disebut juga dengan peranti lunak adalah sebuah program komputer yang menjadi jembatan penghubung antara pengguna komputer (user) dengan komputer. Dengan kata lain, perangkat lunak merupakan penerjemah antara user sebagai pemberi intruksi dan komputer sebagai pihak yang menerima intruksi. Software memiliki sifat bertolak belakang dengan hardware. Jika fisik hardware dapat disentuh, lain halnya dengan software, software tidak dapat disentuh dengan indra peraba secara fisik. Namun, software sangat penting dalam pengoprasian komputer. Karna tanpa software komputer hanya mesin yang tidak dapat dioperasikan dengan intruksi user. Sistem software dibuat dengan menggunakan bahasa pemrograman yang ditulis oleh programmer sehingga menjadi kode yang dapat dikenali perangkat keras.Computer software (software) is a computer program that serves as a bridge between computer users (users) and computers. In other words, software is a translator between the user as the giver of instructions and the computer as the party who receives the instructions. Software has the opposite properties to hardware. If physical hardware can be touched, another case with software, software cannot be touched with the physical sense of touch. However, software is very important in operating the computer. Because without computer software only machines that cannot be operated with user instructions. The software system is created using a programming language written by the programmer so that it becomes code that can be recognized by the hardware.


2020 ◽  
Author(s):  
Lisa Wati

Abstrak Perangkat lunak komputer (software) atau disebut juga dengan peranti lunak adalah sebuah program komputer yang menjadi jembatan penghubung antara pengguna komputer (user) dengan komputer. Dengan kata lain, perangkat lunak merupakan penerjemah antara user sebagai pemberi intruksi dan komputer sebagai pihak yang menerima intruksi. Software memiliki sifat bertolak belakang dengan hardware. Jika fisik hardware dapat disentuh, lain halnya dengan software, software tidak dapat disentuh dengan indra peraba secara fisik. Namun, software sangat penting dalam pengoprasian komputer. Karna tanpa software komputer hanya mesin yang tidak dapat dioperasikan dengan intruksi user. Sistem software dibuat dengan menggunakan bahasa pemrograman yang ditulis oleh programmer sehingga menjadi kode yang dapat dikenali perangkat keras.Kata kunci : Perangkat lunak komputer, software, programAbstractComputer software (software) is a computer program that serves as a bridge between computer users (users) and computers. In other words, software is a translator between the user as the giver of instructions and the computer as the party who receives the instructions. Software has the opposite properties to hardware. If physical hardware can be touched, another case with software, software cannot be touched with the physical sense of touch. However, software is very important in operating the computer. Because without computer software only machines that cannot be operated with user instructions. The software system is created using a programming language written by the programmer so that it becomes code that can be recognized by the hardware.Keywords: Computer software, software, program


2020 ◽  
Author(s):  
Nirleka Nasution

Computer software is a computer program that serves as a bridge between computer users (users) and computers. In other words, software is a translator between the user as the giver of instructions and the computer as the party who receives the instructions. Software has the opposite properties to hardware. If physical hardware can be touched, another case with software, software cannot be touched with the physical sense of touch. However, software is very important in operating the computer. Because without computer software only machines that cannot be operated with user instructions. The software system is created using a programming language written by the programmer so that it becomes code that can be recognized by the hardware.Keywords: Computer software.


Sensors ◽  
2019 ◽  
Vol 19 (4) ◽  
pp. 966 ◽  
Author(s):  
Marco Costanzo ◽  
Giuseppe De Maria ◽  
Ciro Natale ◽  
Salvatore Pirozzi

This paper presents the design and calibration of a new force/tactile sensor for robotic applications. The sensor is suitably designed to provide the robotic grasping device with a sensory system mimicking the human sense of touch, namely, a device sensitive to contact forces, object slip and object geometry. This type of perception information is of paramount importance not only in dexterous manipulation but even in simple grasping tasks, especially when objects are fragile, such that only a minimum amount of grasping force can be applied to hold the object without damaging it. Moreover, sensing only forces and not moments can be very limiting to securely grasp an object when it is grasped far from its center of gravity. Therefore, the perception of torsional moments is a key requirement of the designed sensor. Furthermore, the sensor is also the mechanical interface between the gripper and the manipulated object, therefore its design should consider also the requirements for a correct holding of the object. The most relevant of such requirements is the necessity to hold a torsional moment, therefore a soft distributed contact is necessary. The presence of a soft contact poses a number of challenges in the calibration of the sensor, and that is another contribution of this work. Experimental validation is provided in real grasping tasks with two sensors mounted on an industrial gripper.


2020 ◽  
Vol 11 ◽  
Author(s):  
Chao Huang ◽  
Qizhuo Wang ◽  
Mingfu Zhao ◽  
Chunyan Chen ◽  
Sinuo Pan ◽  
...  

Minimally invasive surgery (MIS) has been the preferred surgery approach owing to its advantages over conventional open surgery. As a major limitation, the lack of tactile perception impairs the ability of surgeons in tissue distinction and maneuvers. Many studies have been reported on industrial robots to perceive various tactile information. However, only force data are widely used to restore part of the surgeon’s sense of touch in MIS. In recent years, inspired by image classification technologies in computer vision, tactile data are represented as images, where a tactile element is treated as an image pixel. Processing raw data or features extracted from tactile images with artificial intelligence (AI) methods, including clustering, support vector machine (SVM), and deep learning, has been proven as effective methods in industrial robotic tactile perception tasks. This holds great promise for utilizing more tactile information in MIS. This review aims to provide potential tactile perception methods for MIS by reviewing literatures on tactile sensing in MIS and literatures on industrial robotic tactile perception technologies, especially AI methods on tactile images.


2010 ◽  
Vol 20 (20) ◽  
pp. R895-R896 ◽  
Author(s):  
Sean X. Sun ◽  
Sam Walcott
Keyword(s):  

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