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Neural networks could learn new concepts quickly and from only a few examples by using a ferroelectric ternary content-addressable memory as an augmented memory.
Arrays of carbon nanotubes can be used to build radio-frequency transistors with a higher operating frequency and better linearity than silicon technology.
A compact ternary content-addressable memory cell, which is based on two ferroelectric field-effect transistors, can provide memory augmented neural networks with improved energy and latency performance compared with traditional approaches based on graphics processing units.
High-voltage amorphous oxide semiconductor thin-film transistors can be integrated on top of a silicon integrated circuit containing 100-nm-node fin field-effect transistors using an in-air solution process.
The absorption profile of photodetectors based on silicon can be extended into the near- and shortwave-infrared regions by taking advantage of optical resonance effects.
Flexible transparent electrodes made from silver nanowires that form grid-like structures due to ionic electrostatic charge repulsion can be used to create flexible single-junction and tandem organic photovoltaic devices with power conversion efficiencies of 13.1% and 16.5%, respectively.
Reservoir computing implemented in memristive hardware can process temporal data with greater energy efficiency than reservoir computers based on CMOS.
This Review Article examines the development of epitaxial growth and layer transfer techniques for monolithic integration of dissimilar single-crystalline materials for application in advanced electronic and photonic devices.
A reservoir computer system based on dynamic tungsten oxide memristors can be used to perform time-series analysis, demonstrating isolated spoken-digit recognition with partial inputs and chaotic system forecasting.
Nanomechanical resonators with frequencies from 340 kHz to 13 GHz can be created using an integrated 10-nm-thick transducer layer of hafnium zirconium oxide.
A technique that combines X-ray ptychography with laminography can provide three-dimensional views of integrated circuits, yielding both images of entire chip volumes and high-resolution images of arbitrarily chosen subregions, and is applicable to any imaging problem where the samples are planar.
A superconducting switch that is capable of translating low-voltage superconducting inputs directly into semiconductor-compatible outputs at kelvin-scale temperatures could provide a superconductor-to-semiconductor logical interface for future quantum and neuromorphic computing architectures.