Results 191 to 200 of about 24,472 (312)

Higher-order neuromorphic Ising machines-autoencoders and Fowler-Nordheim annealers are all you need for scalability. [PDF]

Nat Commun
Ahsan F, Maiti S, Chen Z, Kaiser J, Nandi A, Srivatsav M, Schemmel J, Andreou AG, Eshraghian J, Thakur CS, Chakrabartty S.   +10 more
europepmc   +1 more source

Radiation Resilient Synthetic Antiferromagnets‐Based Neuromorphic Device for Sea Surface Temperature Reconstruction

Advanced Science, EarlyView.
By leveraging strong antiferromagnetic coupling, radiation‐tolerant synthetic antiferromagnetic synaptic devices are developed. Their intrinsic nonlinearity emulates neuronal activation, while linear and symmetric conductance modulation mimics synaptic plasticity.
Mingxu Song, Jiahao Liu, Ruisheng Hu, Teng Xu, Aihua Tang, Zhihong Zhu   +5 more
wiley   +1 more source

A highly energy-efficient multi-core neuromorphic architecture for training deep spiking neural networks. [PDF]

Nat Commun
Li M, Zhou H, Xu X, Zhong Z, Quan P, Zhu X, Lin Y, Lin W, Li X, Wang D, Zhang J, Ma Y, Cui X, Wang W, Meng Q, Ma Z, Li G, Cui X, Tian Y.   +18 more
europepmc   +1 more source

Optical Charge Trap Memory Based on Graphene/ZnO Heterostructures for Long‐Term Retention and Adaptive Learning

Advanced Electronic Materials, EarlyView.
A biocompatible graphene/ZnO optical charge trap memory (CTM) is reported with over 54 h retention, enabled by interfacial photodoping. Using transient absorption spectroscopy and electrical analysis, charge transfer quenching is elucidated and reveal that a large energy barrier at the interface is responsible for long‐term memory retention.
Seungmin Shin, Junhyung Kim, Hyungdoh Lee, Yixuan Dou, Jacob T. Heiden, Seung Eun Lee, Jinwoo Song, Lina Quan, Giulia Tagliabue, Min Seok Jang, Himchan Cho   +10 more
wiley   +1 more source

Synapse-inspired energy networks: a neuromorphic approach to microgrid protection without communication links. [PDF]

Commun Eng
Prabhakar S, Panigrahi BK, Blaabjerg F, Sahoo S.   +3 more
europepmc   +1 more source

Influence of Bottom Electrodes on the Ferroelectric Stability of AlScN Film at High Temperatures

Advanced Electronic Materials, EarlyView.
The thermal stability of AlScN depends on the bottom electrode. When the bottom electrode possesses compressive stress, tensile strain develops in the AlScN upon thermal annealing, reducing the switching barrier. When the bottom electrode forms a coherent interface with AlScN, significant tensile strain and defects are generated in the AlScN layer ...
Kyung Do Kim, Seung Kyu Ryoo, Min Kyu Yeom, Dong Jae Kim, Cheol Seong Hwang   +4 more
wiley   +1 more source

Self-calibrating neuromorphic system for adaptive environmental sensing. [PDF]

Front Artif Intell
Prasad A, Reka SS, Venugopal P.
europepmc   +1 more source

Fundamental Challenges, Physical Implementations, and Integration Strategies for Ising Machines in Large‐Scale Optimization Tasks

Advanced Electronic Materials, EarlyView.
Ising machines are emerging as specialized hardware solvers for computationally hard optimization problems. This review examines five major platforms—digital CMOS, analog CMOS, emerging devices, coherent optics, and quantum systems—highlighting physics‐rooted advantages and shared bottlenecks in scalability and connectivity.
Hyunjun Lee, Joon Pyo Kim, Sanghyeon Kim
wiley   +1 more source

Event-Driven Neuromorphic Gaze Decoding via e-Skin Electrooculography. [PDF]

ACS Nano
Jeong S, Ko HW, Kang JH, Ko J, Sim I, Xu Z, Jeong H, Kim SI, Choi Y, Jo S, Shim JW, Seo PH, Chae MS, Kim Y, Rehman A, Yeon H, Park BI, Suh YW, Lee H, Kim J, Lee K, Bae SH, Park MC, Mun S.   +23 more
europepmc   +1 more source

Exfoliated‐MoS2 Gradual Resistive Switching Devices as Artificial Synapses

Advanced Electronic Materials, EarlyView.
A vertical memristor based on untreated, exfoliated MoS2 is presented, revealing gradual resistive switching governed by Schottky barrier modulation at the MoS2/metal interface from the trapping/detrapping of charges. Furthermore, the device emulates synaptic‐like plasticity functions, including: potentiation, depression, and spike‐amplitude‐dependent ...
Deianira Fejzaj, Richard Schroedter, Thomas Mikolajick, André Heinzig   +3 more
wiley   +1 more source