Australian scientists are developing a cutting-edge supercomputer named DeepSouth with the goal of replicating human brain synapses on a grand scale. Expected to be operational by April 2024, DeepSouth is designed to emulate the intricate workings of a human brain's network of neurons. This supercomputer, developed by researchers at the International Neuromorphic Systems (ICNS) at Western Sydney University, is projected to perform an impressive 228 trillion synaptic operations per second—nearly on par with the estimated operations of the human brain.
DeepSouth is unique not only in its computational prowess but also in its architectural departure from traditional computers. Utilizing neuromorphic engineering, inspired by the brain's functionality, the supercomputer employs interconnected artificial neurons and synapses for parallel and distributed processing. This approach aims to replicate the brain's remarkable efficiency in learning, adaptation, and information processing while maintaining lower power consumption and a more compact physical footprint compared to conventional supercomputers.
ICNS Director, Professor André van Schaik, highlights the significance of DeepSouth in advancing our understanding of brain-like networks and overcoming the limitations of current simulation methods. With the ability to swiftly process vast amounts of data, DeepSouth is poised to contribute to various fields, including sensing, biomedical research, robotics, space exploration, and large-scale AI applications. The supercomputer's impact is also anticipated in enhancing smart devices and refining AI processes based on its brain-inspired design.
The term "DeepSouth" is derived from IBM's TrueNorth system, the foundational concept behind supercomputers built to emulate the intricate network of neurons in the human brain. DeepSouth, drawing inspiration from IBM's legacy, is positioned to bring transformative advancements in computational capabilities and applications across diverse domains.