AIMC Topic: Electronics

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Machine Learning Prediction of Electronic Coupling between the Guanine Bases of DNA.

The journal of physical chemistry. A Sep 14, 2020
Charge transport in deoxyribonucleic acid (DNA) is of immense interest in biology and molecular electronics. Electronic coupling between the DNA bases is an important parameter describing the efficiency of charge transport in DNA. A reasonable estima...
Machine Learning DNA Electronics Guanine Density Functional Theory Molecular Dynamics Simulation
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Efficient and Accurate Simulations of Vibrational and Electronic Spectra with Symmetry-Preserving Neural Network Models for Tensorial Properties.

The journal of physical chemistry. B Aug 11, 2020
Machine learning has revolutionized the high-dimensional representations for molecular properties such as potential energy. However, there are scarce machine learning models targeting tensorial properties, which are rotationally covariant. Here, we p...
Neural Networks, Computer Electronics Vibration Machine Learning Water
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Transduction Mechanisms, Micro-Structuring Techniques, and Applications of Electronic Skin Pressure Sensors: A Review of Recent Advances.

Sensors (Basel, Switzerland) Aug 7, 2020
Electronic skin (e-skin), which is an electronic surrogate of human skin, aims to recreate the multifunctionality of skin by using sensing units to detect multiple stimuli, while keeping key features of skin such as low thickness, stretchability, fle...
Electronics Pressure Humans Robotics Wearable Electronic Devices Artificial Limbs
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SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing.

Neural networks : the official journal of the International Neural Network Society Mar 3, 2020
The design of neuromorphic chips aims to develop electronic circuits dedicated to executing artificial neural networks, mainly by exploring parallel processing. Unsupervised learning models, such as Self-organizing Maps (SOM), may benefit from massiv...
Image Processing, Computer-Assisted Electronics Software Computers Machine Learning
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Neuromorphic nanoelectronic materials.

Nature nanotechnology Mar 2, 2020
Memristive and nanoionic devices have recently emerged as leading candidates for neuromorphic computing architectures. While top-down fabrication based on conventional bulk materials has enabled many early neuromorphic devices and circuits, bottom-up...
Nanostructures Neural Networks, Computer Electronics
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Nonintrusive Monitoring of Mental Fatigue Status Using Epidermal Electronic Systems and Machine-Learning Algorithms.

ACS sensors Jan 23, 2020
Mental fatigue, characterized by subjective feelings of "tiredness" and "lack of energy", can degrade individual performance in a variety of situations, for example, in motor vehicle driving or while performing surgery. Thus, a method for nonintrusiv...
Monitoring, Physiologic Electronics Mental Fatigue Machine Learning Algorithms Humans
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Rethinking arithmetic for deep neural networks.

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences Jan 20, 2020
We consider efficiency in the implementation of deep neural networks. Hardware accelerators are gaining interest as machine learning becomes one of the drivers of high-performance computing. In these accelerators, the directed graph describing a neur...
Computer Simulation Deep Learning Electronics Logic Neural Networks, Computer Algorithms
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A review of electronic skin: soft electronics and sensors for human health.

Journal of materials chemistry. B Jan 16, 2020
This article reviews several categories of electronic skins (e-skins) for monitoring signals involved in human health. It covers advanced candidate materials, compositions, structures, and integrate strategies of e-skin, focusing on stretchable and w...
Particle Size Delivery of Health Care Humans Electronics Wearable Electronic Devices Materials Testing Artificial Intelligence Surface Properties
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Flexible Neuromorphic Electronics for Computing, Soft Robotics, and Neuroprosthetics.

Advanced materials (Deerfield Beach, Fla.) Sep 26, 2019
Flexible neuromorphic electronics that emulate biological neuronal systems constitute a promising candidate for next-generation wearable computing, soft robotics, and neuroprosthetics. For realization, with the achievement of simple synaptic behavior...
Neural Networks, Computer Electronics Biomimetics Neuronal Plasticity Robotics Artificial Organs Synapses
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Fingerpad contact evolution under electrovibration.

Journal of the Royal Society, Interface Jul 31, 2019
Displaying tactile feedback through a touchscreen via electrovibration has many potential applications in mobile devices, consumer electronics, home appliances and automotive industry though our knowledge and understanding of the underlying contact m...
Touch Perception Male Female Humans Robotics Electronics Vibration Adult Fingers Friction
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