AI acceleration

NPU Neural Processing Unit (7.1) – Data Compression for AI Acceleration

by
NPU Neural Processing Unit (7.1) - Data Compression for AI Acceleration

1) AI Data Compression Problem: Large language models (LLM) are powerful, but their massive scale and computational demands often present practical challenges. Deploying a model with billions of parameters requires substantial memory, processing power, and energy consumption, limiting their application in resource-constrained environments such as mobile devices or edge hardware, and increasing operational costs for … Read more

A Decade of RISC-V in China: From Introduction to Independent Innovation

by
A Decade of RISC-V in China: From Introduction to Independent Innovation

In March 2025, China launched its first national policy-level guidance to encourage the promotion of open-source RISC-V chips. This policy was jointly drafted by the Ministry of Industry and Information Technology, the Cyberspace Administration, the Ministry of Science and Technology, the National Intellectual Property Administration, and other eight departments, aiming to reduce dependence on Western … Read more

The Era of RISC-V Chips: Reconstruction and Opportunities in the Electronic Components Industry

by
The Era of RISC-V Chips: Reconstruction and Opportunities in the Electronic Components Industry

The Era of RISC-V Chips Recently, according to data from the RISC-V International Foundation,the global shipment of chips based on the RISC-V architecture is expected to exceed 10 billion units in 2024, with China contributing over 50%, and 30% of these are applied in AI acceleration scenarios. This data marks RISC-V’s official entry into the … Read more

Nuclei Technology Launches Micro-NPU, Creating a High-Efficiency RISC-V Edge AI Acceleration Engine

by
Nuclei Technology Launches Micro-NPU, Creating a High-Efficiency RISC-V Edge AI Acceleration Engine

July 2025, Shanghai — As artificial intelligence accelerates from the cloud to the edge, the demand for edge intelligence is growing. Today, Nuclei System Technology officially launched its next-generation edge AI accelerator IP product — NACC (Nuclei Neural-Network Accelerator), designed to meet the AI computing needs of the RISC-V ecosystem, featuring high energy efficiency, high … Read more

From IoT to Desktop: The Birth of the RISC-V Desktop SoC ‘Titan’

by
From IoT to Desktop: The Birth of the RISC-V Desktop SoC 'Titan'

“ The release of Milk-V Titan is like a signal flare cutting through the night sky: RISC-V is no longer just a supporting role in the Internet of Things; its first desktop-level SoC has firmly established itself within the walls of traditional chip giants.” 01 — Haiku OS: Recasting the Essence of BeOS, Moving Towards … Read more

Patech Technology RK3588 Integrated Screen | 8K Video Decoding + 6TOPS NPU, Redefining Edge Computing Performance Boundaries

by
Patech Technology RK3588 Integrated Screen | 8K Video Decoding + 6TOPS NPU, Redefining Edge Computing Performance Boundaries

As edge computing becomes the “nerve ending” of the intelligent era, how to enable devices to perform high-performance AI inference and real-time control locally has become the key to breaking through industry challenges? The RK3588 integrated machine is an integrated device developed based on the high-performance RK3588 processor from Rockchip. With its powerful computing power, … Read more

Infineon’s RISC-V Strategy: From Automotive Safety to a Heterogeneous Future

by
Infineon's RISC-V Strategy: From Automotive Safety to a Heterogeneous Future

In the post-Moore’s Law era, the paradigm shift in computing power is gradually moving RISC-V from edge scenarios to mainstream architecture due to its open, modular, and scalable characteristics. In this global competition of “architecture reconstruction,” Infineon is quietly playing a role as a “steady yet transformative” player: neither rushing to replace ARM as the … Read more

Leading Manufacturers Unveil Next-Generation Wireless SoCs: AI Acceleration, Increased Memory, New Power Architecture, and More

by
Leading Manufacturers Unveil Next-Generation Wireless SoCs: AI Acceleration, Increased Memory, New Power Architecture, and More

According to a report by Electronic Enthusiasts (Author: Huang Jingjing), recently, SiFive Technology released its third-generation wireless development platform and new wireless SoC products based on it. Edge intelligence is creating new demands for wireless SoCs, and SiFive Technology has recognized this shift, upgrading in areas such as AI accelerators, memory, energy efficiency, and emerging … Read more

Humanoid Robots: 100 Companies – Arm Holdings

by
Humanoid Robots: 100 Companies - Arm Holdings

Arm Holdings does not directly manufacture chips but provides core computing architectures to chip manufacturers (such as Qualcomm, NVIDIA, and Tesla) through processor IP licensing. In the field of humanoid robots, Arm’s positioning is: low-power computing foundation, real-time control core, AI acceleration platform: enhancing machine learning efficiency through NPU (Neural Processing Unit). Company Overview Arm … Read more

RK3568 All-in-One: Quad-Core A55 Architecture Empowering Industrial Intelligence and Multi-Scenario Innovation

by
RK3568 All-in-One: Quad-Core A55 Architecture Empowering Industrial Intelligence and Multi-Scenario Innovation

RK3568Android All-in-One In the fields of industrial automation, smart displays, and edge computing, the RK3568 all-in-one machine, with itsquad-core Cortex-A55 architecture, high-performance NPU, and rich interface expandability, has become a core choice in the mid-to-high-end market. NO.1Core Performance The RK3568 all-in-one machine is equipped with the Rockchip RK3568 chip, which integrates a quad-core 64-bit Cortex-A55 … Read more