Robotics
Today's intelligent robots can accurately recognize many objects through vision and touch. Tactile information, obtained through sensors, along with machine learning algorithms, enables robots to identify objects previously ...
Jun 11, 2024
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38
Electronics & Semiconductors
Artificial neural networks may soon be able to process time-dependent information, such as audio and video data, more efficiently. The first memristor with a "relaxation time" that can be tuned is reported today in Nature ...
May 20, 2024
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64
Telecom
In a study published in the journal IEICE Electronics Express, researchers present a neural network digital pre-distortion (DPD) for mmWave RF-PAs.
May 10, 2024
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43
Engineering
In intelligent sensing fields such as radar, machine vision and medical imaging, the critical information used for decision-making is often sparse. For example, a monosyllabic waveform requires thousands of sampling points, ...
Apr 2, 2024
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1
Hardware
Researchers have made significant progress in the development of artificial neural networks using tiny silicon devices called microresonators, paving the way for faster and more energy-efficient artificial intelligence systems. ...
Feb 22, 2024
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27
Hardware
Researchers from Tsinghua University, China, have developed an all-analog photoelectronic chip that combines optical and electronic computing to achieve ultrafast and highly energy-efficient computer vision processing, surpassing ...
Machine learning & AI
Catastrophic forgetting, an innate issue with backpropagation learning algorithms, is a challenging problem in artificial and spiking neural network (ANN and SNN) research.
Sep 1, 2023
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107
Robotics
Researchers have combined research with real and robotic insects to better understand how they sense forces in their limbs while walking, providing new insights into the biomechanics and neural dynamics of insects and informing ...
Jul 6, 2023
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48
Electronics & Semiconductors
Physical systems known as "reservoirs" are designed to emulate neural networks and meet the need for improved computational efficiency and speed. Overcoming the previous issues with compatibility, performance, and integration ...
Jul 3, 2023
2
63
Engineering
Drawing inspiration from nature, Penn State scientists have developed a new device that produces images by mimicking the red, green and blue photoreceptors and the neural network found in human eyes.
May 12, 2023
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