Automated Classification of Homeostasis Structure in Input-Output Networks. [PDF]
Lin X, Antoneli F, Wang Y.
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ABSTRACT Traditional wearable exoskeletons rely on rigid structures, which limit comfort, flexibility, and everyday usability. This work introduces the fundamental technologies to create the first soft, lightweight, intelligent textile‐based exoskeletons (Texoskeletons) built using 1D sensors and actuators.
Amy Lukomiak +19 more
wiley +1 more source
Machine Learning‐Assisted Inverse Design of Soft and Multifunctional Hybrid Liquid Metal Composites
A machine learning framework is presented for inverse design of synthesizable multifunctional composites containing both liquid metal and solid inclusions. By integrating physics‐based modeling, data‐driven prediction, and Bayesian optimization, the approach enables intelligent design of experiments to identify optimal compositions and realize these ...
Lijun Zhou +5 more
wiley +1 more source
Topological acoustic synapse for high-dimensional neuromorphic computing. [PDF]
Chen J +4 more
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Estimation and uncertainty quantification of remaining useful life (RUL) of electric vehicle batteries using a temporal deep model. [PDF]
Kong Z, Li S, Wang C.
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Compositionality and systematicity emerge from iterated learning in deep linear networks. [PDF]
Jarvis D, Klein R, Rosman B, Saxe AM.
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Hardware-Efficient Real-Valued Neural Predistorter for Multimode Power Amplifiers. [PDF]
Freire LBC, Schuartz L, Lima EG.
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Dual chaotic encryption method for wireless communication privacy data based on deep learning. [PDF]
Yu H.
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Sampling and Reconstruction of Multiple-Input Multiple-Output Channels
IEEE Transactions on Signal Processing, 2019Based on the recent development of sampling and reconstruction results for slowly time-varying single-input single-output channel operators, we derive sampling results in the multiple-input multiple-output setting where all subchannels satisfy an underspread condition, that is, their spreading functions are supported on individual sets of small measure.
Dae Gwan Lee +2 more
exaly +3 more sources

