Hardware Acceleration

Edge AI and Lightweight Technologies: Reconstructing the Last Mile of Artificial Intelligence

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Edge AI and Lightweight Technologies: Reconstructing the Last Mile of Artificial Intelligence

Edge AI achieves a closed loop of data “generation-processing-decision” by bringing intelligent computing down to terminal devices, while lightweight technologies become the core means to break through the bottlenecks of computing power, power consumption, and latency. This article systematically analyzes three major technical paths: model compression, hardware acceleration, and software-hardware collaboration, validating the effectiveness of … Read more

Protecting Sensitive Information in Go: A Performance Comparison of Go Encryption Algorithms with Hardware Acceleration

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Protecting Sensitive Information in Go: A Performance Comparison of Go Encryption Algorithms with Hardware Acceleration

Click the “blue text” above to follow us “Hey, Lao Wang, did you resolve that data leak issue at your company?” As soon as I sat down, an old classmate hit me with that question. Before I even took a sip of my coffee, I recalled that nightmare weekend—50,000 user passwords stored in plaintext, all … Read more

Asia’s First! Wuwen Xinqiong Wins Best Paper Award at FPGA’25 for Proposing the First Video Generation Large Model Inference IP, Significantly Enhancing Hardware Computing Power through Software-Hardware Collaboration

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Asia's First! Wuwen Xinqiong Wins Best Paper Award at FPGA'25 for Proposing the First Video Generation Large Model Inference IP, Significantly Enhancing Hardware Computing Power through Software-Hardware Collaboration

Follow our public account to discover the beauty of CV technology The top international conference in the field of reconfigurable computing, FPGA 2025, has announced that this year’s Best Paper Award goes to Wuwen Xinqiong and the collaborative work on video generation large model inference IP, FlightVGM, from Shanghai Jiao Tong University and Tsinghua University. … Read more

Understanding NPU: A Comprehensive Overview

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Understanding NPU: A Comprehensive Overview

(Source: extremetech) What does “NPU” stand for? What can it do? Here’s what you need to know about this emerging technology. In the past year, discussions about Neural Processing Units (NPU) have increased significantly. Although NPUs have been present in smartphones for several years, Intel, AMD, and more recently, Microsoft have launched consumer-grade laptops and … Read more

Understanding NPU: The Future of AI Processing

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Understanding NPU: The Future of AI Processing

What does “NPU” stand for? What can it do? Here’s what you need to know about this emerging technology. In the past year, there has been increasing discussion about Neural Processing Units (NPUs). Although NPUs have appeared in smartphones for several years, Intel, AMD, and more recently Microsoft have launched consumer laptops and PCs equipped … Read more

Characteristics and Applications of FPGAs

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Characteristics and Applications of FPGAs

Source: Semiconductor Industry Review Original Author: Feng Ning With the rapid development of AI technology, its application boundaries are constantly expanding, from simple image recognition to complex natural language processing, and into cutting-edge fields such as autonomous driving and smart manufacturing. AI is transforming our world at an unprecedented speed. In this AI revolution, deep … Read more

FPGA: The Future of Deep Learning?

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FPGA: The Future of Deep Learning?

Compiled by New Intelligence1 Source: arxiv Authors: Griffin Lacey, Graham Taylor, Shawaki Areibi Abstract In recent years, the rapid increase in data volume and accessibility has led to a shift in the design concepts of algorithms in artificial intelligence. The manual creation of algorithms has been replaced by the ability of computers to automatically learn … Read more