Featured
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Article
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Multi-level, forming and filament free, bulk switching trilayer RRAM for neuromorphic computing at the edge
Filamentary RRAM technologies suffer from variations and noise, leading to computational accuracy loss, and increased energy consumption. Park et al. created a trilayer metal-oxide bulk switching RRAM technology without filament formation and showed edge computing for an autonomous navigation task.
- Jaeseoung Park
- , Ashwani Kumar
- & Duygu Kuzum
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Article
| Open Access
Nanosecond anomaly detection with decision trees and real-time application to exotic Higgs decays
Real-time inference of collisions using unsupervised AI for discovery is of interest in particle physics. Here, authors present the training and efficient implementation of a decision tree-based autoencoder used as an anomaly detector that executes at 30 ns on FPGA for use in edge computing.
- S. T. Roche
- , Q. Bayer
- & T. M. Hong
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Article
| Open Access
Energy-efficient superparamagnetic Ising machine and its application to traveling salesman problems
Ising machines are promising for solving NP-hard problems, but current implementations have power consumption and scalability challenges. Si et al. implement an Ising machine consisting of 80 superparamagnetic tunnel junctions with all-to-all connections and apply it to a large-scale travelling salesman problem.
- Jia Si
- , Shuhan Yang
- & Hyunsoo Yang
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Article
| Open Access
DenRAM: neuromorphic dendritic architecture with RRAM for efficient temporal processing with delays
The authors present DenRAM, a hardware realization of spiking neural network with dendritic architecture. It utilizes memristive devices to implement both delay and weight parameters, enhancing low-power signal processing with reduced memory use.
- Simone D’Agostino
- , Filippo Moro
- & Melika Payvand
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Article
| Open Access
Transparent integrated pyroelectric-photovoltaic structure for photo-thermo hybrid power generation
The full potential of photoelectric devices can possibly be maximized through pyroelectricity for power generation beyond thermodynamic limit. Here, authors report photovoltaic heterostructure device with pyroelectric absorber, achieving 2.5 times more output power due to long-range electric field.
- Malkeshkumar Patel
- , Hyeong-Ho Park
- & Joondong Kim
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Article
| Open Access
An ultra energy-efficient hardware platform for neuromorphic computing enabled by 2D-TMD tunnel-FETs
The most successful commercial implementations of neuromorphic computing circuits are limited to digital-CMOS-circuit based approaches to date. Along this line, Pal et al. improve the energy efficiency by two orders of magnitude using two-dimensional layered material-based tunnel-field-effect transistors.
- Arnab Pal
- , Zichun Chai
- & Kaustav Banerjee
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Article
| Open Access
A CMOS-compatible oscillation-based VO2 Ising machine solver
Oscillating neural networks promise ultralow power consumption and rapid computation for tackling complex optimization problems. Here, the authors demonstrate VO2 oscillators to solve NP-complete problems with projected power consumption of 13 µW/oscillator.
- Olivier Maher
- , Manuel Jiménez
- & Siegfried Karg
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Article
| Open Access
Tunable stochastic memristors for energy-efficient encryption and computing
Integrating security, computing and memory capabilities in ion-migration-driven memristors is challenging. Here, Woo et al. experimentally demonstrates a single system that performs cryptographic key generation, universal Boolean logic operations, and encryption/decryption.
- Kyung Seok Woo
- , Janguk Han
- & Cheol Seong Hwang
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Article
| Open Access
Photonic-electronic integrated circuit-based coherent LiDAR engine
The researchers showcase a photonic-electronic FMCW LiDAR source composed of a micro-electronic based high-voltage arbitrary waveform generator, a photonic circuit-based tunable Vernier laser with piezoelectric actuators, and an erbium-doped waveguide amplifier.
- Anton Lukashchuk
- , Halil Kerim Yildirim
- & Tobias J. Kippenberg
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Article
| Open Access
Ultrafast piezocapacitive soft pressure sensors with over 10 kHz bandwidth via bonded microstructured interfaces
Piezocapacitive pressure sensors are typically limited by the slow response-relaxation speed for detecting dynamic stimuli. Here, Zhang et al. utilize the electrode-dielectric interface and bonded micro-structured interface for energy dissipation and reduce the response and relaxation time to 0.04 ms.
- Yuan Zhang
- , Xiaomeng Zhou
- & Chuan Fei Guo
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Article
| Open Access
Experimentally realized physical-model-based frugal wave control in metasurface-programmable complex media
Using a compact physics-based model, the authors experimentally achieve coherent wave control in metasurface-programmable complex systems with surprisingly frugal protocols (e.g., without ever measuring phase).
- Jérôme Sol
- , Hugo Prod’homme
- & Philipp del Hougne
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Article
| Open Access
Passive frequency comb generation at radiofrequency for ranging applications
In contrast to the commonly studied optical frequency combs, here, the authors demonstrate a radio frequency system able to wirelessly and passively generate frequency combs as a battery-free solution for far-field ranging of unmanned vehicles in GPS-denied settings.
- Hussein M. E. Hussein
- , Seunghwi Kim
- & Cristian Cassella
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Article
| Open Access
Full integration of highly stretchable inorganic transistors and circuits within molecular-tailored elastic substrates on a large scale
Developing integrated stretchable metal-oxide transistors and circuits is challenging. Here, Kang et al. leveraged molecular-tailored elastic substrates for enhanced adhesion, thus achieving high performance and logical operation across various circuits under high strain.
- Seung-Han Kang
- , Jeong-Wan Jo
- & Sung Kyu Park
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Article
| Open Access
Intelligent wireless power transfer via a 2-bit compact reconfigurable transmissive-metasurface-based router
The rapid emergence of the Internet of Things has led to new power supply challenges. Here, authors propose a compact wireless power transfer framework that can intelligently deliver wireless power to devices in dynamic environments and simultaneously transfer information.
- Wenzhi Li
- , Qiyue Yu
- & Jiaran Qi
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Article
| Open Access
Memristive tonotopic mapping with volatile resistive switching memory devices
Processing spatiotemporal information calls for the construction of hardware systems with computing capability comparable to biological neural networks. Inspired by human cochlea, Milozzi et al. develop neuromorphic circuits for memristive tonotopic mapping via volatile resistive switching memory devices.
- Alessandro Milozzi
- , Saverio Ricci
- & Daniele Ielmini
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Article
| Open Access
Flexible large-area ultrasound arrays for medical applications made using embossed polymer structures
Current ultrasound transducers are bulky and rigid. Here, the authors describe a new way to realize large-area and mechanically flexible ultrasound arrays on polymer foils suited for wearable ultrasound applications
- Paul L. M. J. van Neer
- , Laurens C. J. M. Peters
- & Gerwin H. Gelinck
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Article
| Open Access
High-performance ferroelectric field-effect transistors with ultra-thin indium tin oxide channels for flexible and transparent electronics
Using Zr-doped HfO2 and ultra-thin indium tin oxide, Li et al. develop flexible field-effect transistors with a memory window of 2.78 V and bending reliability to enable high-performance back-end-of-line compatible wearable devices.
- Qingxuan Li
- , Siwei Wang
- & Lin Chen
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Article
| Open Access
Synergistic morphology and feedback control for traversal of unknown compliant obstacles with aerial robots
Vehicle control systems typically take compliant objects, such as vegetation, as obstacles to be avoided, hindering locomotion through busy mediums. Here, authors present a traversal strategy that considers a drone’s morphology and an obstacle’s compliance to decide between circumventing it or pushing it aside.
- Emanuele Aucone
- , Christian Geckeler
- & Stefano Mintchev
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Article
| Open Access
Single drop cytometry onboard the International Space Station
Real-time lab analysis is key to support clinical research during space missions. Here, the authors show scant test samples can be measured in microgravity using a miniature cytometery-based analyzer, the rHEALTH ONE with specific spaceflight modifications.
- Daniel J. Rea
- , Rachael S. Miller
- & Eugene Y. Chan
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Article
| Open Access
Deep-potential enabled multiscale simulation of gallium nitride devices on boron arsenide cooling substrates
Efficient heat dissipation is critical to optimize high-power devices. Here, the authors report high interfacial thermal conductance in GaN-BAs heterostructures and investigate the competition between grain size and boundary resistance by multiscale simulations.
- Jing Wu
- , E Zhou
- & Guangzhao Qin
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Article
| Open Access
Ferroelectric compute-in-memory annealer for combinatorial optimization problems
Yin et al. realize a FeFET based compute-in-memory annealer as an efficient combinatorial optimization solver through algorithm-hardware co-design with a FeFET chip, matrix lossless compression, and a multi-epoch simulated annealing algorithm.
- Xunzhao Yin
- , Yu Qian
- & Kai Ni
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Article
| Open Access
Fast Human Motion reconstruction from sparse inertial measurement units considering the human shape
Inertial Measurement Units-based motion capture effective application in large scale and complex environments depends on improved efficiency and reduced latency. Here, authors propose a full body motion estimation deep neural network based on 6 IMUs, which runs at 65 fps with 15 ms latency on an embedded computer.
- Xuan Xiao
- , Jianjian Wang
- & Jianfu Zhang
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Article
| Open Access
Broadband nonlinear modulation of incoherent light using a transparent optoelectronic neuron array
Merging 2D transparent phototransistors and liquid crystal modulators, authors report an optoelectronic neuron array for self-amplitude modulation of spatially incoherent light, achieving a large nonlinear contrast over a broad spectrum at orders-of-magnitude lower intensity.
- Dehui Zhang
- , Dong Xu
- & Xiangfeng Duan
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Article
| Open Access
Triboelectric micro-flexure-sensitive fiber electronics
Fiber electronics for monitoring micro-physiological activities are limited by their sensitivity at micro-flexure deformation. Here, Lin et al. report a micro-flexure-sensitive fiber with nanofiber buckling and ion conduction mechanism. Wearable biomechanical feedback system is demonstrated using the woven textile.
- Shaomei Lin
- , Weifeng Yang
- & Hongzhi Wang
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Article
| Open Access
Subwavelength dielectric waveguide for efficient travelling-wave magnetic resonance imaging
Achieving uniform spin excitation, crucial for MRI, is challenging in the electrically large human body at UHF. Here, authors introduce an innovative dielectric waveguide specifically designed for traveling-wave MRI, which enhances homogeneity and efficiency through effective wave manipulation.
- Yang Gao
- , Tong Liu
- & Xiaotong Zhang
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Article
| Open Access
Graphene-integrated mesh electronics with converged multifunctionality for tracking multimodal excitation-contraction dynamics in cardiac microtissues
Tracking electrical and mechanical activity in in-vitro cardiac microtissues is challenging. Here, authors develop tissue-like electronics that can ‘grow’ with the cardiac microtissues and realize the simultaneous tracking of both signals.
- Hongyan Gao
- , Zhien Wang
- & Jun Yao
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Article
| Open Access
Ultra-fast switching memristors based on two-dimensional materials
In this work, the authors demonstrate a 2D memristor with high switching speeds of 120 ps and study its dynamic response with 3 ns short voltage pulses using statistical analysis, simulation, and modeling.
- S. S. Teja Nibhanupudi
- , Anupam Roy
- & Sanjay K. Banerjee
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Article
| Open Access
Tri-system integration in metal-oxide nanocomposites via in-situ solution-processed method for ultrathin flexible transparent electrodes
Fabricating flexible transparent electrodes with robust operational stability alongside electrical and mechanical properties is challenging. Here, Kim et al. develop ultrathin flexible transparent electrodes using in-situ solution-processing and unveil interface dynamics of the integrated tri-system.
- John Jinwook Kim
- , Kojima Shuji
- & Wallace C. H. Choy
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Article
| Open Access
3D-integrated multilayered physical reservoir array for learning and forecasting time-series information
A wide reservoir computing system is an advanced architecture. However, its hardware implementation remains elusive due to the lack of 3D architecture framework. Choi et al. demonstrate such hardware made of a multilayered 3D stacked memristive crossbar array for efficient learning and forecasting.
- Sanghyeon Choi
- , Jaeho Shin
- & Gunuk Wang
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Article
| Open Access
Self-assembly of Co/Pt stripes with current-induced domain wall motion towards 3D racetrack devices
The authors report an alternative approach to build 3D magnetic memories by rolling Co/Pt stripes on flexible polymers in compact geometry, and simultaneously offering current-induced domain wall motion and strain-induced domain wall speed control.
- Pavel Fedorov
- , Ivan Soldatov
- & Daniil Karnaushenko
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Review Article
| Open Access
Hardware implementation of memristor-based artificial neural networks
Memristors hold promise for massively-parallel computing at low power. Aguirre et al. provide a comprehensive protocol of the materials and methods for designing memristive artificial neural networks with the detailed working principles of each building block and the tools for performance evaluation.
- Fernando Aguirre
- , Abu Sebastian
- & Mario Lanza
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Article
| Open Access
Long-term monitoring of ultratrace nucleic acids using tetrahedral nanostructure-based NgAgo on wearable microneedles
Monitoring of biomarkers with wearable devices holds potential for personal health management. Here the authors demonstrate a wearable device based on tetrahedral DNA nanostructures and prokaryotic argonaute to monitor real-time sepsis-associated nucleic acid
- Bin Yang
- , Haonan Wang
- & Xueen Fang
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Article
| Open Access
Cross-layer transmission realized by light-emitting memristor for constructing ultra-deep neural network with transfer learning ability
Parallel information transmission components and hardware strategies are still lacking in neural networks. Here, the authors propose a strategy to use light emitting memristors with negative ultraviolet photoconductivity and intrinsic parallelism to construct direct information cross-layer modules.
- Zhenjia Chen
- , Zhenyuan Lin
- & Huipeng Chen
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Article
| Open Access
Magnetically driven capsules with multimodal response and multifunctionality for biomedical applications
Untethered capsules exhibit clinical promise for diagnosing and treating gastrointestinal diseases. Here, the authors develop small-scale magnetically driven capsules featuring a distinct magnetic soft valve, integrating multiple functional and motion modalities for biomedical applications.
- Yuxuan Sun
- , Wang Zhang
- & Liang Li
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Perspective
| Open Access
Shaping high-performance wearable robots for human motor and sensory reconstruction and enhancement
Wearable devices and exoskeletons can restore and augment the user’s capability but are not necessarily perceived them as part of their bodies. In this perspective, the authors reflect on the importance of integrating environmental, physiological, and physical information to improve the embodiment of wearable robots.
- Haisheng Xia
- , Yuchong Zhang
- & Zhijun Li
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Article
| Open Access
Femtosecond electron beam probe of ultrafast electronics
Modern electronic devices are too fast and too small to be measured by conventional electronic means. Here the authors combine electron microscopy with femtosecond laser technology and measure the functionality of terahertz electronics in space and time.
- Maximilian Mattes
- , Mikhail Volkov
- & Peter Baum
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Article
| Open Access
A wireless battery-free eye modulation patch for high myopia therapy
The proper axial length of the eye is crucial for achieving emmetropia. Here, authors introduce a wireless battery-free eye modulation patch designed to correct high myopia and prevent relapse.
- Tianyan Zhong
- , Hangjin Yi
- & Xinyu Xue
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Article
| Open Access
Creation of a point-of-care therapeutics sensor using protein engineering, electrochemical sensing and electronic integration
Low-cost point-of-care sensors are vital for precision medicine. Here, the authors have repurposed a glucometer for breast cancer therapeutic detection capable of sensing tamoxifen in human blood, utilizing blood glucose to power and amplify the therapeutic signals
- Rong Cai
- , Chiagoziem Ngwadom
- & Caroline M. Ajo-Franklin
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Article
| Open Access
High-order sensory processing nanocircuit based on coupled VO2 oscillators
It is challenging to create efficient and compact neuromorphic sensory system based on nano-scale nonlinear dynamics. Yang et al. present a capacitance-coupled VO2 oscillatory network, which serves as a continuous-time dynamic system for sensory pre-processing, enabling tasks such as touch and gesture recognition.
- Ke Yang
- , Yanghao Wang
- & Yuchao Yang
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Article
| Open Access
Computational design of ultra-robust strain sensors for soft robot perception and autonomy
Due to the deformable nature of soft robots, developing robust sensors that can sustain stability and performance is a challenge. Here, the authors report a computational strain sensor design based on a programmed crack array for predictable, tunable, and stable sensing performance.
- Haitao Yang
- , Shuo Ding
- & Ghim Wei Ho
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Article
| Open Access
Vision-driven metasurfaces for perception enhancement
Authors showcase a framework for visual perception enhancement system based on vision-driven metasurfaces. It can help humans obtain information in multiple frequency bands and allows the metasurface platform with more interesting functions.
- Tianshuo Qiu
- , Qiang An
- & Shaobo Qu
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Article
| Open Access
A hybrid transistor with transcriptionally controlled computation and plasticity
Interfacing living systems with electronics for biosensing and biocomputing applications is challenging. Here, Gao et al. present hybrid transistors with electroactive bacteria capable of extracellular electron transfer, enabling transduction of biological computations to electrical readouts.
- Yang Gao
- , Yuchen Zhou
- & Benjamin K. Keitz
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Article
| Open Access
Biomimetic computer-to-brain communication enhancing naturalistic touch sensations via peripheral nerve stimulation
Loss of communication between the brain and the body severely impacts the sensorimotor abilities of disabled individuals. Here, the authors design and test a neuroscience-driven framework for advancing bionic devices that leverages biomimetic stimulation to induce physiologically plausible information flow in animals and enhances patient performance with neuroprostheses.
- Giacomo Valle
- , Natalija Katic Secerovic
- & Stanisa Raspopovic
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Article
| Open Access
Current-induced switching of a van der Waals ferromagnet at room temperature
Fe3GaTe2 is a van der Waals material with a Curie temperature well above room temperature, making it an attractive material for integration into spintronic devices. Here, Kajale et al demonstrate spin-orbit torque induced switching of the magnetization of Fe3GaTe2, above room temperature, using a Pt spin Hall layer.
- Shivam N. Kajale
- , Thanh Nguyen
- & Deblina Sarkar
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Article
| Open Access
VO2 memristor-based frequency converter with in-situ synthesize and mix for wireless internet-of-things
Frequency converters for wireless internet of things applications typically require separate circuits for different functions, causing energy and performance inefficiencies. Using an epitaxially grown VO2 memristor array, Liu et al. present a frequency converter with in-situ frequency synthesis and mix functionality.
- Chang Liu
- , Pek Jun Tiw
- & Yuchao Yang
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Article
| Open Access
A compressive hyperspectral video imaging system using a single-pixel detector
The authors showcase a video-rate hyperspectral imager based on a single-pixel photodetector that can achieve high-throughput hyperspectral video recording at a low bandwidth. Specifically, they propose a joint spatial-spectral encoding scheme which can encode the scene into highly compressed single-pixel measurements and obtain temporal correlation at the same time.
- Yibo Xu
- , Liyang Lu
- & Kevin F. Kelly
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Article
| Open Access
Ultrabroadband high-resolution silicon RF-photonic beamformer
The Authors report a novel architecture of photonic beamformer capable of achieving broadband operation and a high number of pointing angles. We demonstrate the operation of a 5-bit beamformer capable of providing 32 pointing angles in the 10−30 GHz range.
- Pablo Martinez-Carrasco
- , Tan Huy Ho
- & José Capmany
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Article
| Open Access
Large-area, untethered, metamorphic, and omnidirectionally stretchable multiplexing self-powered triboelectric skins
Stretchable sensor networks with multiplexing designs can result in misrecognition due to electrical signal interferences from the sensing nodes and internal circuits. Here, Shao et al. show an untethered triboelectric electronic skin with an elastic composite-based shield layer for lower misrecognition rate.
- Beibei Shao
- , Ming-Han Lu
- & Ying-Chih Lai
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Article
| Open Access
Hydraulic-driven adaptable morphing active-cooling elastomer with bioinspired bicontinuous phases
Low thermal conduction and conformability of traditional rigid heat sinks limit their adoption in flexible electronics and soft robotics. Here, authors report a liquid metal skeleton-based active-cooling elastomer with high thermal conductivity, stretchability, and hydraulic-driven adaptable morphing.
- Dehai Yu
- , Zhonghao Wang
- & Zhizhu He
Household alternating current electricity plug-and-play quantum-dot light-emitting diodes