Hardware
Large-scale neural network models form the basis of many AI-based technologies such as neuromorphic chips, which are inspired by the human brain. Training these networks can be tedious, time-consuming, and energy-inefficient ...
Jul 15, 2024
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32
Machine learning & AI
Scientists run into a lot of tradeoffs trying to build and scale up brain-like systems that can perform machine learning. For instance, artificial neural networks are capable of learning complex language and vision tasks, ...
Jul 8, 2024
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145
Computer Sciences
It reads. It talks. It collates mountains of data and recommends business decisions. Today's artificial intelligence might seem more human than ever. However, AI still has several critical shortcomings.
Jun 20, 2024
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57
Machine learning & AI
Engineers at the University of Liège have taken a major step forward in the architecture of artificial neural networks by creating a new type of spiking neuron. Called the Spiking Recurrent Cell (SRC), this innovative model ...
May 29, 2024
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108
Robotics
Brain-machine interfaces are devices that enable direct communication between a brain's electrical activity and an external device such as a computer or a robotic limb that allows people to control machines using their thoughts.
May 15, 2024
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10
Computer Sciences
The human brain, with its remarkable general intelligence and exceptional efficiency in power consumption, serves as a constant inspiration and aspiration for the field of artificial intelligence. Drawing insights from the ...
Apr 10, 2024
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9
Computer Sciences
Large language models, such as those that power popular artificial intelligence chatbots like ChatGPT, are incredibly complex. Even though these models are being used as tools in many areas, such as customer support, code ...
Mar 25, 2024
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77
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
Machine learning & AI
There's always some truth in fiction, and now is about the time to get a step ahead of sci-fi dystopias and determine what the risk of machine sentience can be for humans.
Jan 30, 2024
2
1
Computer Sciences
Neural network learning techniques stem from the dynamics of the brain. However, these two scenarios, brain learning and deep learning, are intrinsically different. One of the most prominent differences is the number of layers ...
Jan 12, 2024
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