IISc's Groundbreaking AI Accelerator

Researchers at IISc have developed an analog computing platform inspired by the brain, capable of performing complex AI tasks on personal devices like laptops. This platform, published in Nature, could revolutionize AI applications by leveraging 16,500 conductance states within a molecular film, drastically improving efficiency over traditional digital computers.

In a significant technological breakthrough, researchers at the Indian Institute of Science (IISc) have unveiled an analog computing platform inspired by the human brain. This innovative development could soon enable complex AI tasks to be executed on personal devices such as laptops and smartphones.

Published in the journal Nature, the platform boasts the ability to store and process data in 16,500 conductance states within a molecular film, a stark contrast to the binary states used in traditional digital computing. The team believes this could revolutionize industrial, consumer, and strategic applications by drastically cutting down the time and energy required for AI computations.

This project, spearheaded by Assistant Professor Sreetosh Goswami at IISc's Centre for Nano Science and Engineering, has overcome long-standing challenges in neuromorphic computing. The team's precise control of molecular kinetics inside an electronic circuit marks a significant step forward, positioning India at the forefront of global technology innovation.

(With inputs from agencies.)