Mathematical analysis of the dynamics of cyberattack propagation in IoT networks. [PDF]
AbuHour Y +4 more
europepmc +1 more source
Insect‐Inspired Resilient Machines
This study presents a decentralized resilient control for legged robots, enabling self‐organized locomotion and rapid adaptation to extreme leg loss within seconds. It encodes the self‐embodied resilience strategies observed in stick insects and relies on neural dynamics with synaptic plasticity, minimal sensory feedback, and dynamic robot–environment ...
Thirawat Chuthong +3 more
wiley +1 more source
Prediction of modal parameters for thin-walled blade milling process considering material removal effect. [PDF]
Li Y, Ding F, Tian W, Wang D, Zhou J.
europepmc +1 more source
Memimpedance‐Based Biomolecular Device for Adaptive Physical Reservoir Computing
By integrating fast‐switching ion‐channel‐based memristive and slow‐switching biomembrane‐based memcapacitive nodes within droplet interface bilayers, this hybrid memimpedance reservoir overcomes the memory‐nonlinearity trade‐off and extends temporal adaptability.
Ahmed S. Mohamed +3 more
wiley +1 more source
A novel adaptive multi-scale wavelet Galerkin method for solving fuzzy hybrid differential equations. [PDF]
Murugesh V +7 more
europepmc +1 more source
Optical Neuromorphic Technology Catalyzes the Next‐Generation Mobile Communication Technology
Advancements in optical computing could revolutionize next‐generation wireless communication. The review highlights the role of photonic integrated circuits in implementing neural network operations and discusses their benefits, such as high computational density.
Xiaoxiong Song +6 more
wiley +1 more source
Adaptive algorithms for shaping behavior. [PDF]
Tong WL, Murthy VN, Reddy G.
europepmc +1 more source
A Memristor‐Based Event‐Driven Reservoir Computing System for Cardiac Arrhythmia Detection
A low‐power, memristor‐assisted system is developed for real‐time arrhythmia detection in wearable electrocardiograph (ECG) monitoring. It integrates a level‐crossing encoder, a reservoir computing module, and a memristor crossbar to compress, process, and classify signals efficiently.
Hanrui Li +2 more
wiley +1 more source
Encapsulation of anticancer drugs into carbon nanotubes: Heuristic algorithm approach and mathematical model. [PDF]
Sumetpipat K, Baowan D.
europepmc +1 more source
This work harnesses nonidealities in analog in‐memory computing (IMC) by training physical neural networks modeled with ordinary differential equations. A differentiable spike‐time discretization accelerates training by 20× and reduces memory usage by 100×, enabling large IMC‐equivalent models to learn the CIFAR‐10 dataset.
Yusuke Sakemi +5 more
wiley +1 more source

