Machine Learning

Design and Evaluation of Bletilla-Based Health Food Formulation for Gastric and Liver Protection

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Design and Evaluation of Bletilla-Based Health Food Formulation for Gastric and Liver Protection

Abstract: Objective: Taking Bletillae Rhizoma as an example, this study aims to design a health food formulation with dual functions of gastric protection and liver protection through the combined use of machine learning algorithms such as association, decision-making, and clustering, and to evaluate it. Methods: Information on existing health foods with gastric mucosal protection or … Read more

The Viability of FPGA Compared to CPU, GPU, and ASIC

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The Viability of FPGA Compared to CPU, GPU, and ASIC

In recent years, the concept of FPGA has become increasingly prevalent. For example, in Bitcoin mining, there are miners based on FPGA. Additionally, Microsoft previously stated that it would use FPGA to “replace” CPU in data centers, among other things. In fact, for professionals, FPGA is not unfamiliar; it has been widely used. However, most … Read more

In-Depth Understanding of GPU, FPGA, and ASIC

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In-Depth Understanding of GPU, FPGA, and ASIC

Artificial intelligence consists of three elements: algorithms, computation, and data. Algorithms are the core of AI implementation, while computation and data serve as the foundation. In terms of algorithms, they can mainly be divided into engineering methods and simulation methods. The engineering method employs traditional programming techniques to improve algorithm performance using extensive data processing … Read more

Top 10 AI Chips: Global and Domestic

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Top 10 AI Chips: Global and Domestic

As part of the “2022 Research and Analysis Report on 45 Domestic AI Chip Manufacturers”, the AspenCore analyst team compiled a list of 10 domestic AI chips and 10 international AI chips to showcase the latest technological developments in global AI chips. The top 10 domestic AI chips come from the following manufacturers: Cambricon, Horizon … Read more

Integrated Memory-Compute Chip Technology

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Integrated Memory-Compute Chip Technology

Source: Wangcai Chip Original Author: Wangcai Chip – Xiaochao ▲ General algorithms and architectures for efficient on-chip learning based on memristor storage-compute integration Integrated memory-compute on-chip learning can effectively protect user privacy and data while achieving lower latency and reduced energy consumption. This chip refers to a bionic brain processing method, enabling rapid “on-chip training” … Read more

6 Key Technologies in Artificial Intelligence Applications Explained

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6 Key Technologies in Artificial Intelligence Applications Explained

Introduction: In China’s “Artificial Intelligence Standardization White Paper (2018)”, a definition of artificial intelligence is given: “Artificial intelligence is the theory, methods, technologies, and application systems that utilize digital computers or machines controlled by digital computers to simulate, extend, and enhance human intelligence, perceive the environment, acquire knowledge, and use knowledge to achieve optimal results.”“ … Read more

AI Agents Pioneer CAMEL: The First Large Model Multi-Agent Framework

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AI Agents Pioneer CAMEL: The First Large Model Multi-Agent Framework

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering domestic and foreign NLP master’s and doctoral students, university teachers, and enterprise researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at … Read more

How Far Are We From AGI?

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How Far Are We From AGI?

Reported by New Intelligence Editor: Run Lumina [New Intelligence Guide] How far are humans from AGI? Perhaps large language models are not the final answer; a model that understands the world is the future direction. In human cognition, it seems we have long been accustomed to setting Artificial General Intelligence (AGI) as the ultimate form … Read more

Exploring AI Technology’s Industry Transformation and Future Potential

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Exploring AI Technology's Industry Transformation and Future Potential

Artificial Intelligence Industry Practice AI: Artificial Intelligence Industry Transformation and Future Potential of Technology Artificial intelligence, once the distant fantasy of humanity, has now quietly become a reality in our daily lives. It is both a calm computation, and a warm thread we seek among the data. Some say it is the cold rationality of … Read more

Understanding the Nature and Limits of Artificial Intelligence Through Machine Opacity

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Understanding the Nature and Limits of Artificial Intelligence Through Machine Opacity

One of the hot topics at the forefront of academic discussions both domestically and internationally is undoubtedly the comprehensive exploration of issues related to big data and artificial intelligence (AI), such as neural networks, deep learning, algorithmic bias, machine ethics, and robot emotions, all of which are receiving significant attention. The related research is in … Read more