Results 271 to 280 of about 3,919,580 (343)

All‐Electrical Control of Spin Synapses for Neuromorphic Computing: Bridging Multi‐State Memory with Quantization for Efficient Neural Networks

open access: yesAdvanced Science, EarlyView.
This study develops three all‐electrically controlled, field‐free spintronic synapse devices for neuromorphic computing. The tilted anisotropy device achieves an 11‐state memory with minimal cycle‐to‐cycle variation (2%), enabling high‐accuracy neural network quantization (81.51% in ResNet‐18). These findings position spintronic synapses as a promising
Tzu‐Chuan Hsin   +4 more
wiley   +1 more source

Neuromorphic Computing Using Synaptic Plasticity of Supercapacitors

open access: yesAdvanced Science, EarlyView.
A neuromorphic computing pathway based on supercapacitors is presented. MXene Ti₃C₂Tx supercapacitors demonstrate voltage responses under current stimuli, thus exhibiting synaptic plasticity. Energy is stored during response enhancement and released once the response declines.
Ling Wang   +4 more
wiley   +1 more source

Photonic Bayesian Neural Networks: Leveraging Programmable Noise for Robust and Uncertainty‐Aware Computing

open access: yesAdvanced Science, EarlyView.
This work introduces a novel photonic Bayesian neural network architecture that utilizes tunable photonic random number generators to independently control weight distribution parameters, significantly improving robustness, scalability, and accuracy while demonstrating practical applications in multimodal data processing and uncertainty‐aware computing.
Yangyang Zhuge   +9 more
wiley   +1 more source

ON-OFF neuromorphic ISING machines using Fowler-Nordheim annealers. [PDF]

open access: yesNat Commun
Chen Z   +19 more
europepmc   +1 more source

High‐Performance Synapse Arrays for Neuromorphic Computing via Floating Gate‐Engineered IGZO Synaptic Transistors

open access: yesAdvanced Science, EarlyView.
Indium‐gallium‐zinc oxide synaptic transistors are introduced utilizing an indium‐tin oxide (ITO) floating gate (FG). The ITO FG's higher conductivity and alleviated chemical interactions with the Al2O3 tunneling layer contribute to enhanced performance.
Junhyeong Park   +5 more
wiley   +1 more source

Single‐Pixel Infrared Miniaturized Spectrometer Enabled by Ultra‐Broadband Reconfigurable Photodetection

open access: yesAdvanced Science, EarlyView.
A near‐infrared tunable micro‐spectrometer is achieved by integrating a PbS photodetection unit and a light modulation unit based on liquid crystal tuned optical resonances, demonstrating a wavelength tuning range exceeding 850 nm. This micro‐spectrometer shows high fidelity in spectral reconstruction and is also successfully applied to plastic sorting,
Wenyue Liang   +11 more
wiley   +1 more source

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