(Welcome to follow the “I Love Computer Vision” public account, a valuable and in-depth account~) Many people have asked how to get started with CV, this article is a re-release of an old text, it is quite long, translated from a foreign blog, the time is a bit long, but the principles are the same, … Read more
In last week’s artificial neural network course, we introduced the connection between Support Vector Machines (SVM) and feedforward networks RBF in machine learning, and the representation of adaptive linear elements (ADLINE) composed of linear functions in a single-layer network is quite similar to adaptive filters in traditional signal processing. All of this shows that neural … Read more
Basic Mathematical Principles The main differences in artificial neural network models lie in the topology of the neural network connections, the characteristics of the neurons, and the scale of learning, etc. Based on the differences in the topology of neuron connections, we can roughly categorize neural network models into the following two types. 1. Feedforward … Read more
As we all know, the deep learning algorithms that have become extremely popular in recent years are actually based on the neural network models proposed in the last century. Background Sharing In 1943, psychologist W. McCulloch and mathematician W. Pitts first proposed a mathematical model of neurons based on the analysis and summarization of the … Read more
After the emergence of large models, a plethora of artificial intelligence-related concepts such as models, algorithms, and training have come into our view. Algorithm: A clear sequence of steps to perform a specific task. Model: A mathematical representation or simulation of the real world, referring to a specific outcome. Data Model: An abstract structure that … Read more
Artificial Intelligence (AI) is an important driving force behind the new wave of technological revolution and industrial transformation, with data, algorithms, and computing power recognized as the three core elements of artificial intelligence. With the arrival of the “Hundred Models War” featuring ChatGPT, Sora, and others, artificial intelligence is increasingly becoming a tangible part of … Read more
Non-Business Promotion Space Cover Image Source:CAM (Cambridge Alumni Magazine) Issue 85 Written by | Jin Chunqi In recent years, deep learning methods have achieved tremendous success in learning complex data forms, leading to new modeling and data processing methods across many scientific disciplines. It can address numerous data-intensive tasks, including but not limited to 3D … Read more
Source: Asynchronous Community As artificial intelligence gradually gains traction, facial recognition, voice recognition, and deep analysis of text have increasingly found applications in our daily lives. Furthermore, through continuous understanding of client needs at work, I have noticed a growing interest in inquiries related to deep learning or neural network algorithms. This indicates that with … Read more
In fact, artificial intelligence has been part of our lives for a long time. However, for many people, artificial intelligence is still a relatively “profound” technology,but no matter how profound the technology is, it starts from basic principles.. There are ten major algorithms in the field of artificial intelligence, which are simple in principle, discovered … Read more
Source: DeepHub IMBA This article is about 2600 words long and is recommended to be read in 5 minutes. This article will start from the basics to introduce what a graph is, how we describe and represent them, and what their properties are. Graph Machine Learning (Graph ML) is a branch of machine learning that … Read more