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.
Electronics & Semiconductors
OpenAI, the company behind ChatGPT, announced Monday it is teaming up with chip giant Broadcom to design and build its own specialized computer processors for artificial intelligence.
Oct 13, 2025
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Hardware
The ability to reliably switch the direction of magnetic alignment in materials, a process known as magnetization switching, is known to be central to the functioning of most memory devices. One known strategy to achieve ...
Hardware
Scientists have achieved a breakthrough in analog computing, developing a programmable electronic circuit that harnesses the properties of high-frequency electromagnetic waves to perform complex parallel processing at light-speed.
Oct 7, 2025
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151
Hardware
The human brain does more than simply regulate synapses that exchange signals; individual neurons also process information through intrinsic plasticity, the adaptive ability to become more sensitive or less sensitive depending ...
Sep 30, 2025
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128
Engineering
A team of engineers at the University of Massachusetts Amherst has announced the creation of an artificial neuron with electrical functions that closely mirror those of biological ones. Building on their previous work using ...
Sep 30, 2025
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437
Machine learning & AI
An artificial intelligence tool that can detect tiny, hard-to-spot brain malformations in children with epilepsy could help patients access life-changing surgery quicker, Australian researchers said on Wednesday.
Sep 30, 2025
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Computer Sciences
A new study has uncovered the remarkable potential of biomolecular computing that could provide innovative solutions in next generation of integrated circuits. In their article published in Materials Today Nano, the authors ...
Sep 24, 2025
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Hi Tech & Innovation
One of the major reasons why AI data centers are sucking up so much power is the need to cool processors that run very hot. But Microsoft Corp. is trying out a possible solution: sending fluid directly through tiny channels ...
Sep 24, 2025
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Electronics & Semiconductors
Analog computers, computing systems that represent data as continuous physical quantities, such as voltage, frequency or vibrations, can be significantly more energy-efficient than digital computers, which represent data ...
Electronics & Semiconductors
The rapid development of artificial intelligence (AI) poses challenges to today's computer technology. Conventional silicon processors are reaching their limits: they consume large amounts of energy, the storage and processing ...
Sep 18, 2025
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