Fundamentals of Neural Networks

Fundamentals of Neural Networks

Table of Contents 1. Neuron Model 2. Perceptron and Neural Networks 3. Error Backpropagation Algorithm 4. Common Neural Network Models 5. Deep Learning 6. References Currently, deep learning (Deep Learning, referred to as DL) is exceptionally popular in the field of algorithms, not only in the internet and artificial intelligence but also in various fields … Read more

Current Status, Innovative Architecture, and Application Prospects of Educational Large Models

Current Status, Innovative Architecture, and Application Prospects of Educational Large Models

Abstract: The transition from general large models to educational large models is an important trend in the deepening development of artificial intelligence large model technology. Based on an analysis of the current status, typical cases, and potential challenges of educational large models, this article posits that educational large models are artificial intelligence models suitable for … Read more

Artificial Intelligence: What Are Large Models?

Welcome to the special winter vacation column “High-Tech Lessons for Kids” launched by Science Popularization China! As one of the cutting-edge technologies today, artificial intelligence 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 infinite possibilities. … Read more

What Is Artificial Intelligence?

What Is Artificial Intelligence?

In the field of computer science, artificial intelligence refers to the behavior of machines that can respond to their environment in a way similar to human intelligence and improve their probability of achieving goals as much as possible. Artificial intelligence can generally be divided into three categories: Weak Artificial Intelligence Strong Artificial Intelligence Super Artificial … Read more

Practical Insights on Intelligent Construction of OCR Platforms in Commercial Banks

Practical Insights on Intelligent Construction of OCR Platforms in Commercial Banks

Written by / China Bank Enterprise Architecture Construction Office, Song Shouwen In recent years, with the rapid development of artificial intelligence, OCR technology has been continuously updated and iterated, gradually enhancing its processing capabilities in recognition, and its application in the financial industry has matured and become widespread. Most commercial banks in China have introduced … Read more

What Is AIGC and Its Applications?

What Is AIGC and Its Applications?

AIGC stands for Artificial Intelligence Generated Content, which is considered a new form of content creation following Professionally Generated Content (PGC) and User Generated Content (UGC). Currently, it is mainly used in text, images, videos, audio, games, and virtual humans. Specifically, it includes: 1) Text Creation. AIGC generated text is mainly applied in news writing, … Read more

Empowering Mainstream Media’s Intelligent Transformation with AIGC

Click the Blue Word Follow Us Abstract In the context of the intelligent transformation of mainstream media, generative artificial intelligence technology has become a key driving force for this transformation. This article aims to analyze the new model of human-machine relationships in the AIGC era and deeply analyze the functions and status of AIGC technology … Read more

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

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

Source: ZHUAN ZHI This article is approximately 6000 words long and suggests a reading time of 12 minutes. This article provides a comprehensive overview of collaboration in multi-agent systems and proposes a scalable framework to guide future research. With the latest advancements in large language models (LLMs), Agentic Artificial Intelligence (Agentic AI) has made significant … Read more

Deep Analysis of Opportunities and Challenges in AGI

Deep Analysis of Opportunities and Challenges in AGI

Recently, Professor Rui Huaxia, Xerox Chair Professor at the Simon Business School of the University of Rochester and a member of the Goergen Institute for Data Science and Artificial Intelligence, delivered a lecture titled “Prospects of General Artificial Intelligence” for the students and faculty of the School of Business Administration (MBA School). The lecture was … Read more

Definition of AI (Artificial Intelligence)

Definition of AI (Artificial Intelligence)

◎Contact the teaching assistant to join the 25th-level new media graduate exam group, you can receive benefits and get free Q&A in the group ◎ Editor | Jin Jing ◎ Editor-in-Chief | Wen Zi Attention 25th-level new media graduate exam students, our column 【Daily Definition】 will share a must-know term every day, so you can … Read more