Workflow
DarwinWafer晶圆级超集成类脑计算芯片
icon
Search documents
大脑一样低功耗、高并行、高效率!国际首台,研制成功
Guan Cha Zhe Wang· 2025-08-02 13:18
Core Insights - The article discusses the launch of the Darwin Monkey ("悟空"), a new generation neuromorphic brain-like computer developed by Zhejiang University, which features over 2 billion neurons, marking a significant advancement in the field of neuromorphic computing [3][4]. Group 1: Technology and Development - The Darwin Monkey consists of 15 blade-type neuromorphic servers, each integrating 64 Darwin 3rd generation brain-like computing chips, which were developed in collaboration with the ZheJiang Lab [4][7]. - The Darwin 3rd generation chip supports over 2.35 million spiking neurons and hundreds of millions of synapses, enabling advanced brain-like computing capabilities [4][7]. - The system operates at approximately 2000 watts under typical conditions, showcasing its low power consumption [7]. Group 2: Innovations and Breakthroughs - The research team achieved breakthroughs in several key technologies, including large-scale neuron system interconnection and integration architecture, adaptive time-step control methods, and a layered system resource management framework [10][15]. - A new generation Darwin brain-like operating system was developed, which employs a hierarchical resource management architecture to optimize system resources dynamically [10][15]. Group 3: Applications and Implications - The Darwin Monkey has successfully deployed various intelligent applications, including running the DeepSeek brain-like model for logical reasoning, content generation, and mathematical problem-solving [13][15]. - The system serves as a natural platform for brain simulation, aiding neuroscience research by providing new experimental tools to explore brain mechanisms [15]. - The capabilities of the Darwin Monkey are expected to address the high energy consumption and computational demands of current deep learning models, potentially revolutionizing artificial intelligence [15].