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Liquid Neural Networks: Definition, Applications, & Challenges

Unite.AI

A neural network (NN) is a machine learning algorithm that imitates the human brain's structure and operational capabilities to recognize patterns from training data. Despite being a powerful AI tool, neural networks have certain limitations, such as: They require a substantial amount of labeled training data.

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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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10 Best JavaScript Frameworks for Building AI Systems (October 2024)

Unite.AI

As artificial intelligence continues to reshape the tech landscape, JavaScript acts as a powerful platform for AI development, offering developers the unique ability to build and deploy AI systems directly in web browsers and Node.js environments. LangChain.js TensorFlow.js TensorFlow.js environments. What distinguishes TensorFlow.js

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An End-to-End Guide on Google’s BERT

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction In the past few years, Natural language processing has evolved a lot using deep neural networks. Many state-of-the-art models are built on deep neural networks. It […].

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10 Best AI Tools to Protect Your Brand and Streamline Influencer Marketing (December 2024)

Unite.AI

Social media will always shape brand perception and consumer behavior, which is why companies use AI-powered tools and platforms to protect their reputation and maximize their influencer partnerships. Popular Pays Popular Pays functions as an intelligent ecosystem where brand safety meets creative collaboration.

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Neuro Symbolic AI: Enhancing Common Sense in AI

Analytics Vidhya

For example, researchers predicted that deep neural networks would eventually be used for autonomous image recognition and natural language processing as early as the 1980s. We’ve been working for decades […] The post Neuro Symbolic AI: Enhancing Common Sense in AI appeared first on Analytics Vidhya.

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New Neural Model Enables AI-to-AI Linguistic Communication

Unite.AI

In a significant leap forward for artificial intelligence (AI), a team from the University of Geneva (UNIGE) has successfully developed a model that emulates a uniquely human trait: performing tasks based on verbal or written instructions and subsequently communicating them to others.