Deep Dive into Cerebras: Architecture of the World’s Largest AI Chip

Deep Dive into Cerebras: Architecture of the World's Largest AI Chip

Author | Sean Lie Translation | Hu Yanjun, Cheng Haoyuan In recent years, the scale of neural network models has grown exponentially, from BERT with over 100 million parameters in 2018 to GPT-3 with 175 billion parameters in 2020, an increase of three orders of magnitude in just two years, and this growth shows no … Read more

Comprehensive Survey on Neuromorphic Computing and Neural Network Hardware: From Research Overview to Future Prospects

Comprehensive Survey on Neuromorphic Computing and Neural Network Hardware: From Research Overview to Future Prospects

Selected from arXiv Compiled by Machine Heart Contributors: Jane W, Wu Pan Neuromorphic computing is considered an important direction for future artificial intelligence computing. Recently, several researchers from the Institute of Electrical and Electronics Engineers (IEEE) jointly published an 88-page overview paper that comprehensively reviews the development of neuromorphic computing over the past 35 years … Read more

Cerebras Systems: The Company Behind the World’s Largest Chip

Cerebras Systems: The Company Behind the World's Largest Chip

A chip that is the largest in the world has taken the chip community by storm. Do you know the story behind the team? By: Yaya Jun Images: Network Recently, the birth of a giant chip has ignited the chip community. It has an area of 42,225 square millimeters, featuring 1.2 trillion transistors, 400,000 cores, … Read more