Principles and Differences of CNN and RNN in Artificial Intelligence

Principles and Differences of CNN and RNN in Artificial Intelligence

Convolutional Neural Networks and Recurrent Neural Networks are widely used in machine learning today. However, they are typically used for completely different use cases. What are the principles and differences of CNN and RNN in artificial intelligence? In machine learning, each type of artificial neural network is tailored for specific tasks. Below, we will introduce … Read more

Understanding Deep Learning: Basics of Artificial Neural Networks

Understanding Deep Learning: Basics of Artificial Neural Networks

Reprinted from Yunqi Community as required ID: yunqiinsight Author | doflamingo Introduction I have touched on deep learning during my studies, but only superficially. In this era of data and algorithms, it is necessary to get closer to the algorithms. Therefore, from the perspective of an engineer, I hope to record the basics of deep … Read more

What Is Artificial Neural Network?

What Is Artificial Neural Network?

Welcome to the special winter vacation premium column “High-Tech Lessons for Kids” launched by Science Popularization China! Artificial intelligence, as one of the most cutting-edge technologies today, is changing our lives at an astonishing pace. From smart voice assistants to self-driving cars, from AI painting to machine learning, it opens up a future full of … Read more

Multi-Agent Collaboration Mechanisms: A Review of Large Language Models

Multi-Agent Collaboration Mechanisms: A Review of Large Language Models

With the latest advancements in large language models (LLMs), agentic artificial intelligence (Agentic AI) has made significant progress in real-world applications, moving towards intelligent agents based on multiple large language models that achieve perception, learning, reasoning, and collaborative actions. These multi-agent systems (MASs) based on large language models enable a group of agents to collaborate … Read more

How to Engage and Learn AGI: Learning Paths and Strategies

How to Engage and Learn AGI: Learning Paths and Strategies

Regardless of the chosen path, continuous learning, practice, and interdisciplinary collaboration are key. The development of AGI requires knowledge and skills from multiple areas, maintaining curiosity and an open mindset, and actively participating in technology communities and industry events. Engaging in and learning about AGI (Artificial General Intelligence) is a long-term and complex process that … Read more

Commercial AI PCs: Productivity Upgrade in Industrial Ecosystem

Commercial AI PCs: Productivity Upgrade in Industrial Ecosystem

Embracing AI PCs means embracing the “Swift Moment” of efficiency innovation. Cover Source|Visual China The summer of generative AI has arrived too early, and before entertainment can take its bow, various industries are already ready for a productivity revolution. Large models with billions of parameters are packaged into processing units, placed on both sides of … Read more

The Limitations of Machine Translation Compared to Human Translation

The Limitations of Machine Translation Compared to Human Translation

Language is the primary means of communication for people; it is the medium through which thoughts are exchanged and is closely related to social factors such as politics, economy, technology, and culture. In the context of rapid advancements in artificial intelligence and the widespread adoption of translation machines, foreign language learners and translation professionals should … Read more

DeepNude Application and Artificial Intelligence in China

DeepNude Application and Artificial Intelligence in China

DeepNude Application Recently, an American programmer developed an application called DeepNude, which became popular across various platforms. Currently, the DeepNude official website has ceased its online functionality but offers software downloads, and some foreign users have released cracked versions (this account, historical messages, daily updates, links), usable on Windows 7 (64-bit) and above. You may … Read more

Research Progress and Prospects of Generative Adversarial Networks (GAN)

Research Progress and Prospects of Generative Adversarial Networks (GAN)

[Brief Note] From July 17 to 18, 2017, the first session of the Frontier Lecture Series on Intelligent Automation, organized by the Chinese Association of Automation, was held in Beijing. To promote in-depth research on the theories, methods, technologies, and applications related to Generative Adversarial Networks (GAN), the first session invited several well-known scholars from … Read more

Research Progress on Applications of Generative Adversarial Networks (GAN)

Research Progress on Applications of Generative Adversarial Networks (GAN)

With the rapid development of deep learning, significant progress has also been made in the field of generative models. Generative Adversarial Networks (GAN) are an unsupervised learning method proposed based on the theory of two-player zero-sum games in game theory. GAN consists of a generator network and a discriminator network, and is trained through adversarial … Read more