AIMC Topic: Semiconductors

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Device simulations with A U-Net model predicting physical quantities in two-dimensional landscapes.

Scientific reports Jan 13, 2023
Although Technology Computer-Aided Design (TCAD) simulation has paved a successful and efficient way to significantly reduce the cost of experiments under the device design, it still encounters many challenges as the semiconductor industry goes throu...
Neural Networks, Computer Semiconductors Physical Examination Computer Simulation Machine Learning
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Methodology for Quantifying Volatile Compounds in a Liquid Mixture Using an Algorithm Combining B-Splines and Artificial Neural Networks to Process Responses of a Thermally Modulated Metal-Oxide Semiconductor Gas Sensor.

Sensors (Basel, Switzerland) Nov 19, 2022
Metal oxide semiconductor (MOS) gas sensors have many advantages, but the main obstacle to their widespread use is the cross-sensitivity observed when using this type of detector to analyze gas mixtures. Thermal modulation of the heater integrated wi...
Neural Networks, Computer Algorithms Semiconductors Gases Oxides
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Room-Temperature Semiconductor Gas Sensors: Challenges and Opportunities.

ACS sensors Nov 18, 2022
Our demand for ubiquitous and reliable gas detection is spurring the design of intelligent and enabling gas sensors for the next-generation Internet of Things and Artificial Intelligence. The desire to introduce gas sensors everywhere is fueled by op...
Cold Temperature Artificial Intelligence Semiconductors Internet Temperature
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Bioinspired and Low-Power 2D Machine Vision with Adaptive Machine Learning and Forgetting.

ACS nano Oct 28, 2022
Natural intelligence has many dimensions, with some of its most important manifestations being tied to learning about the environment and making behavioral changes. In primates, vision plays a critical role in learning. The underlying biological neur...
Artificial Intelligence Machine Learning Neural Networks, Computer Synapses Semiconductors
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A voting-based ensemble feature network for semiconductor wafer defect classification.

Scientific reports Sep 28, 2022
Semiconductor wafer defects severely affect product development. In order to reduce the occurrence of defects, it is necessary to identify why they occur, and it can be inferred by analyzing the patterns of defects. Automatic defect classification (A...
Humans Semiconductors Neural Networks, Computer
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Multivalued Logic for Optical Computing with Photonically Enabled Chiral Bio-organic Structures.

ACS nano Jul 26, 2022
Photonic bio-organic multiphase structures are suggested here for integrated thin-film electronic nets with multilevel logic elements for multilevel computing via a reconfigurable photonic bandgap of chiral biomaterials. Herein, inspired by an artifi...
Biocompatible Materials Logic Semiconductors Humans Cellulose Artificial Intelligence
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Novel High-Efficiency Nanocomposite Gate Design of Quantum-Dot Cellular Automata Based on Deep Learning.

Computational intelligence and neuroscience Jun 8, 2022
With the development of science and technology, the feature size of CMOS devices will always shrink to the limit. Therefore, some new nanodevices will eventually become substitutes for microelectronic devices. A new electronic revolution will break o...
Electronics Cellular Automata Semiconductors Nanocomposites Deep Learning Child Humans
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A Heterogeneously Integrated Spiking Neuron Array for Multimode-Fused Perception and Object Classification.

Advanced materials (Deerfield Beach, Fla.) May 13, 2022
Multimode-fused sensing in the somatosensory system helps people obtain comprehensive object properties and make accurate judgments. However, building such multisensory systems with conventional metal-oxide-semiconductor technology presents serious d...
Neural Networks, Computer Humans Touch Perception Neurons Semiconductors Robotics
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Reconfigurable Artificial Synapses with Excitatory and Inhibitory Response Enabled by an Ambipolar Oxide Thin-Film Transistor.

ACS applied materials & interfaces May 6, 2022
A gate-tunable synaptic device controlling dynamically reconfigurable excitatory and inhibitory synaptic responses, which can emulate the fundamental synaptic responses for developing diverse functionalities of the biological nervous system, was deve...
Synapses Oxides Semiconductors Reproducibility of Results Artificial Intelligence
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van der Waals Semiconductor Empowered Vertical Color Sensor.

ACS nano Apr 18, 2022
Biomimetic artificial vision is receiving significant attention nowadays, particularly for the development of neuromorphic electronic devices, artificial intelligence, and microrobotics. Nevertheless, color recognition, the most critical vision funct...
Artificial Intelligence Semiconductors Vision, Ocular Biomimetics Electronics
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