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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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Illuminating AI: The Transformative Potential of Neuromorphic Optical Neural Networks

Unite.AI

Artificial intelligence (AI) has become a fundamental component of modern society, reshaping everything from daily tasks to complex sectors such as healthcare and global communications. As AI technology progresses, the intricacy of neural networks increases, creating a substantial need for more computational power and energy.

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AI Singularity and the End of Moore’s Law: The Rise of Self-Learning Machines

Unite.AI

Meanwhile, AI computing power rapidly increases, far outpacing Moore's Law. Unlike traditional computing, AI relies on robust, specialized hardware and parallel processing to handle massive data. If this happens, humanity will enter a new era where AI drives innovation, reshapes industries, and possibly surpasses human control.

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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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Inductive biases of neural network modularity in spatial navigation

ML @ CMU

Motivation Despite the tremendous success of AI in recent years, it remains true that even when trained on the same data, the brain outperforms AI in many tasks, particularly in terms of fast in-distribution learning and zero-shot generalization to unseen data. In the emerging field of neuroAI ( Zador et al.,

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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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Self-Evolving AI: Are We Entering the Era of AI That Builds Itself?

Unite.AI

For years, artificial intelligence (AI) has been a tool crafted and refined by human hands, from data preparation to fine-tuning models. While powerful at specific tasks, today’s AIs rely heavily on human guidance and cannot adapt beyond its initial programming. The Evolution of Self-Evolving AI Self-evolving AI is not a new concept.