Brain-Inspired Computing Revolutionizes AI Efficiency: SpikingBrain’s 100x Speed & 85% Energy Efficiency Leap
6 hours ago 高效码农SpikingBrain: Revolutionizing AI Efficiency with Brain-Inspired Computing The Problem with Traditional AI Models Imagine trying to run a marathon while carrying a backpack that doubles in weight every mile. That’s essentially what happens with today’s large language models (LLMs) when processing long text sequences. Quadratic Scaling: Training costs explode as text length increases Memory Hog: Storing all historical data during inference becomes impractical Hardware Lock-In: Most models only work efficiently on expensive NVIDIA GPUs Enter SpikingBrain – a breakthrough architecture that draws inspiration from the human brain to solve these fundamental limitations. Brain-Inspired Architecture: How It Works 1. Hybrid Attention …
Wukong Neuromorphic Computer: China’s 2.1 Billion Neuron Brain-Inspired Breakthrough
1 months ago 高效码农Zhejiang University’s “Wukong” Neuromorphic Computer: A New Milestone in Brain-Inspired Computing On August 2, 2025, Zhejiang University’s National Key Laboratory of Brain-Machine Intelligence made a significant announcement that has captured the attention of researchers and technology enthusiasts worldwide. The laboratory unveiled Darwin Monkey, affectionately named “Wukong” (Chinese for “Monkey King”), the latest generation of neuromorphic computing system that has set a new global benchmark in the field. This isn’t just another incremental improvement in computing technology—it represents a fundamental shift in how we approach artificial intelligence and brain simulation. What Exactly Is a Neuromorphic Computer? Before we dive into the …