On the Role of Preprocessing and Memristor Dynamics in Reservoir Computing for Image Classification
ABSTRACT Reservoir computing (RC) is an emerging recurrent neural network architecture that has attracted growing attention for its low training cost and modest hardware requirements. Memristor‐based circuits are particularly promising for RC, as their intrinsic dynamics can reduce network size and parameter overhead in tasks such as time‐series ...
Rishona Daniels +4 more
wiley +1 more source
Type 2 Diabetes Mellitus and Chronic Venous Disease of the Lower Extremities: A Narrative Review. [PDF]
Saucedo JR +7 more
europepmc +1 more source
A flexible indium–gallium–zinc oxide field‐effect transistor platform on polyimide is developed for electrostatic cortisol detection. Wafer‐scale fabricated devices exhibit uniform electrical characteristics and maintain stable operation under mechanical bending.
Ngoc Thanh Ho +3 more
wiley +1 more source
Localized bullous pemphigoid masquerading as venous leg ulcers in a patient with chronic venous insufficiency. [PDF]
Perry A, Namazian S, Vu T, Mervis J.
europepmc +1 more source
P2‐type sodium layered oxides have potential for high‐voltage operation but suffer from structural instability and capacity fading. This work demonstrates that synergistic Li and Ti co‐doping enhances sodium inventory, suppresses detrimental phase transitions, and activates reversible lattice oxygen redox.
Rishika Jakhar +16 more
wiley +1 more source
Nurses' Perceptions of Fundamental Care in Preventing Venous Ulcer Recurrence: A Qualitative Focus Group Study. [PDF]
Gomes FJP +4 more
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Lattice Coherency‐Driven (111)‐Oriented Wide Bandgap Perovskite Films
Methylammonium lead chloride (MAPbCl3)‐derived seed templates regulate wide‐bandgap perovskite crystallization through coupled thermodynamic and kinetic effects. Lattice‐coherent templating lowers the energy cost for (111) epilayer growth, while growth retardation controls crystallization kinetics, ultimately producing highly crystalline face‐up (111 ...
Yu‐Na Lee +5 more
wiley +1 more source
Prophylactic measures for reducing deep vein thrombosis risk in post-operative critical care patients. [PDF]
Abraham R, B M, N SS.
europepmc +1 more source
How Video‐Based Information Affects Farmers' Willingness to Pay for Drone Services
ABSTRACT Professional service for digital technology like agricultural drones lowers transaction costs and scope thresholds for smallholders. Meanwhile, perceptual adoption barriers remain underexplored. We conduct a two‐stage choice experiment with a randomized video‐based information treatment among 384 Chinese crop farmers to measure its effect on ...
Hua Zhang +4 more
wiley +1 more source
Fully connected neural network model for predicting postthrombotic syndrome in patients with deep vein thrombosis. [PDF]
Chen H, Yu Z, Li L, Qiu P, Zhao D.
europepmc +1 more source

