Assam: IIT Guwahati researchers unveil brain-inspired AI model
Assam: IIT Guwahati researchers unveil brain-inspired AI model
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Assam: IIT Guwahati researchers unveil brain-inspired AI model
IIT Guwahati researchers unveil a brain-inspired AI model that processes long data sequences efficiently while using less energy than conventional AI.
Sentinel Digital Desk
Published on
05 Sep 2026, 4:24 am
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Guwahati:
Indian Institute of Technology Guwahati (IIT Guwahati) researchers are working on developing a novel brain-inspired Artificial Intelligence model designed to efficiently process long sequences of data while consuming significantly less energy than many conventional AI approaches, the release said on Friday.
According to IIT Guwahati, the researchers from the Mehta Family School of Data Science and Artificial Intelligence at the Institute presented their findings at the prestigious International Conference on Machine Learning (ICML) 2026 in Seoul, South Korea.
The research has significant potential across sectors where continuous data analysis must be performed efficiently. These include wearable health monitoring systems, Internet of Things (IoT) sensors, smart manufacturing, environmental monitoring, autonomous systems, and long-term forecasting applications. In these fields, reducing computational load can extend battery life and enable AI directly on devices without relying heavily on cloud computing.
The model was developed by researchers from SustainAI Lab. Titled 'Spiking Heterogeneous Harmonic Resonate-and-Fire State Space Model' (SH²RFSSM), it was presented as a poster at ICML 2026.
The research was co-authored by Kartikay Agrawal, Vaishnavi Nagabhushana, Abhijeet Vikram, Vedant Sharma, and Ayon Borthakur. The work was presented during the ICML 2026 poster session at the COEX Convention and Exhibition Centre in Seoul by Karti