Introduction How brain research inspires better AI design is a key topic for our AI by Complexity reading group. The tenth session will be shared by Professor Yu Guo from Fudan University, who will provide a theoretical analysis of phenomena such as high sparsity, variability, and energy efficiency, deepening our understanding of the efficient functioning … Read more
1 Introduction In recent years, with the continuous increase in security needs, the number of surveillance cameras has exploded. According to relevant predictions, by 2023, video streams will account for 80% of total internet traffic. The method of protection through video surveillance will play an important role in the security field. At the same time, … Read more
Source: PaperWeekly This article is about 2800 words long and is recommended to be read in 6 minutes. This article mainly introduces how a paper is born. Nothing will work unless you do. ——Maya Angelou This article mainly introduces how a paper is born. The basic information of the article is as follows: Paper Title: … Read more
Paper Title: LoRA: Low-Rank Adaptation of Large Language Models Authors: Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, Weizhu Chen Compiled by: Kuang Ji Reviewed by: Los Abstract: This article introduces a new approach for deploying large models, called LoRA, which reduces the number of parameters needed for … Read more
The following content is organized from Zhihu: Author: Wang Peng Link:https://www.zhihu.com/question/285202403/answer/444253962First, let me answer the question, (1) There is a significant difference in performance compared to traditional chips, such as CPUs and GPUs. When executing AI algorithms, they are faster and more energy-efficient. (2) There is no difference in manufacturing processes; everyone is the same. … Read more
A few days ago, a dog became famous worldwide due to a game of Go with AlphaGo. So, at the request of a small number of students, I would like to share with everyone what is called artificial intelligence. The definition of artificial intelligence can be divided into two parts: “artificial” and “intelligence.” The term … Read more
Recently, OpenAI’s CEO Sam Altman claimed that the limiting factor for the future development of AI will be energy, and therefore, there is an urgent need to develop nuclear fusion. In fact, as early as 2021, he invested $375 million in a nuclear fusion company, which recently stated that its first power plant is expected … Read more
Introduction In recent years, with the rapid development and maturity of voice interaction technology, the voice industry has entered a phase of explosive growth. According to statistics from Analysys, the voice market reached a scale of 20 billion in 2017 (Figure 1). As it fully lands in markets such as smart speakers, smart homes, in-car … Read more
Concepts You Should Know About Artificial Intelligence (AI) Computing power refers to the ability to process data, as well as storage capacity, data transmission capabilities, and more. Large models refer to machine learning models with a large number of parameters and complex computational structures. Artificial neural networks are computational models that simulate the human brain’s … Read more
Source: Big Data Digest The length of this article is 5288 words, recommended reading time 10 minutes This article summarizes 10 deep learning methods suitable for four basic network architectures. Over the past decade, public interest in machine learning has grown significantly. Machine learning can be seen almost daily in computer science programs, industry conferences, … Read more