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The Future of Brain-Inspired Computing

Punjab Times (English Edition)

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August 12, 2025

Neuromorphic computing, inspired by the human brain, offers highly efficient, parallel, event-driven processing for advanced AI applications across industries.

As the world moves deeper into the age of artificial intelligence, one revolutionary approach is quietly emerging from the laboratories-Neuromorphic computing.

Neuromorphic computing, sometimes described as a "two-seated bicycle” working in tandem with the brain's neural structure and functioning, is a type of computing designed to process information in ways inspired by the human brain-through parallel activity and adaptable connections, much like synaptic plasticity. At its core, it seeks to mimic the structure and function of the human brain, reshaping how machines perceive, learn, and act. Unlike traditional computers that carry out instructions in a rigid, sequential way, neuromorphic systems operate on an event-driven, highly parallel model where memory and processing converge. This architecture not only unlocks vast improvements in energy efficiency and speed but also promises to tackle complex, real-time tasks-from autonomous vehicles to environmental sensors-while consuming a fraction of the power of standard processors. The stakes are high: with energy costs and computation scaling becoming ever more critical, neuromorphic chips could well be the sustainable future of intelligent processing.

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