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AI trends in 2023: Graph Neural Networks

AssemblyAI

While AI systems like ChatGPT or Diffusion models for Generative AI have been in the limelight in the past months, Graph Neural Networks (GNN) have been rapidly advancing. And why do Graph Neural Networks matter in 2023? What are the actual advantages of Graph Machine Learning?

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Mathematical Foundations of Backpropagation in Neural Network

Pickl AI

Summary: Backpropagation in neural network optimises models by adjusting weights to reduce errors. Despite challenges like vanishing gradients, innovations like advanced optimisers and batch normalisation have improved their efficiency, enabling neural networks to solve complex problems.

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Neural network pruning with combinatorial optimization

Google Research AI blog

Posted by Hussein Hazimeh, Research Scientist, Athena Team, and Riade Benbaki, Graduate Student at MIT Modern neural networks have achieved impressive performance across a variety of applications, such as language, mathematical reasoning , and vision. In standard neural networks, each weight defines a connection between two neurons.

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AI News Weekly - Issue #339: Next DeepMind's Algorithm To Eclipse ChatGPT - Jun 29th 2023

AI Weekly

In the News Next DeepMind's Algorithm To Eclipse ChatGPT IN 2016, an AI program called AlphaGo from Google’s DeepMind AI lab made history by defeating a champion player of the board game Go. June 15, 2023 /PRNewswire/ -- Quantum Computing Inc. ("QCi" Powered by pluto.fi Try Pluto for free today] pluto.fi

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Unmasking Bias in Artificial Intelligence: Challenges and Solutions

Unite.AI

The good news is that NTT Research has proposed a way to overcome bias in deep neural networks (DNNs), a type of artificial intelligence. According to an MIT study over the past few years, scientists have developed deep neural networks capable of analyzing vast quantities of inputs, including sounds and images.

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How do artificial intelligence, machine learning, deep learning and neural networks relate to each other?

Towards AI

Last Updated on August 22, 2023 by Editorial Team Author(s): AlishaS Originally published on Towards AI. Machine Learning vs. AI vs. Deep Learning vs. Neural Networks: What’s the Difference? ML employs algorithms that learn patterns from data to perform tasks without explicit programming.

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AI News Weekly - Issue #364: The top 12 AI people - Dec 21st 2023

AI Weekly

20% off with code SUPERESSENTIALS [Register Now] superai.com In The News 2023 was the year of generative AI. In 2023, artificial intelligence (AI) truly entered our daily lives. Deep artificial neural networks have emerged as the leading such predictive models of the visual system but are less explored in audition.