Neuromorphic AI hardware encompasses brain-inspired computing systems that implement neural network primitives directly in physical substrates to achieve extreme energy efficiency and low latency. Architectures use devices such as memristors, magnetic tunnel junctions, electrochemical memories, photonic and microwave components, and organic or superconducting neurons to realize synapses, neurons, and compute-in-memory operations. These platforms support spiking and analog neural computation, on-chip learning, and specialized sensory and cognitive functions, targeting applications from edge intelligence and autonomous systems to large-scale AI acceleration and brain–computer interfaces.
Hi Tech & Innovation
Could computers include tiny brain organoids one day? The human brain is an incredibly energy-efficient computer, and silicon processors that try to imitate it achieve huge energy savings over traditional processors. Now ...
Oct 16, 2026
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Hi Tech & Innovation
A research team has developed a new biometric authentication technology that can identify users without storing their fingerprint information as digital data. The study is published in Nature Sensors.
Oct 15, 2026
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Machine learning & AI
As artificial intelligence becomes more powerful, its ability to handle humanlike tasks is undeniable. Artificial neural networks can learn to recognize images, use language or write computer code. Like the brain's circuits, ...
Oct 14, 2026
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Security
Small artificial intelligence models may be only months away from being able to behave like a computer worm, copying themselves from one internet-connected gadget to the next without human help, Anthropic said.
Oct 13, 2026
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Hardware
Microsoft said Monday it will roll out its in-house Maia artificial intelligence chips on a massive scale starting in 2027, making them the main hardware for running AI across its products—a move that could reduce its reliance ...
Oct 12, 2026
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Energy & Green Tech
Around half of the energy used to train AI can be saved without affecting speed or performance, using software developed at the University of Michigan Engineering. Now, U-M researchers are working with NVIDIA to integrate ...
Oct 12, 2026
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Machine learning & AI
If the world's government and AI leaders ever agree to pause frontier AI training, is an international pact really feasible? How would it be implemented, coordinated and monitored?
Oct 12, 2026
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Hi Tech & Innovation
As artificial intelligence technologies become increasingly widespread, the growing demand for processing power and energy is emerging as a global challenge. Assistant professor Uğur Teğin from Koç University's Department ...
Oct 10, 2026
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Consumer & Gadgets
Microsoft is pushing a "hybrid intelligence" future with a new Surface Ultra laptop that runs on Nvidia artificial intelligence (AI) chips and will cost more than $2,500, the company announced Wednesday.
Oct 8, 2026
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Machine learning & AI
Imagine hearing a familiar sound and expecting something to happen. Before the event arrives, the brain can predict what it will be, when it will occur and how likely it is. Yet computational models often treat these questions ...
Oct 7, 2026
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