Permeable and Durable Liquid-Metal Fiber Mat as Implantable Physiological Electrodes with Long-Term Biocompatibility.

Implantable physiological electrodes provide unprecedented opportunities for real-time and uninterrupted monitoring of biological signals. Most implantable electronics adopt thin-film substrates with low permeability that severely hampers tissue metabolism, impeding their long-term biocompatibility. Recent innovations have seen the advent of permeable electronics through the strategic modification of liquid metals (LMs) onto porous substrates.

Zero-Shot Image Classification Method Based on Attention Mechanism and Semantic Information Fusion.

The zero-shot image classification (ZSIC) is designed to solve the classification problem when the sample is very small, or the category is missing. A common method is to use attribute or word vectors as a priori category features (auxiliary information) and complete the domain transfer from training of seen classes to recognition of unseen classes by building a mapping between image features and a priori category features. However, feature extraction of the whole image lacks discrimination, and the amount of information of single attribute features or word vector features of categories is insufficient, which makes the matching degree between image features and prior class features not high and affects the accuracy of the ZSIC model.

Bioinspired Healable Mechanochromic Function from Fluorescent Polyurethane Composite Film.

Camouflage and wound healing are two vital functions for cephalopods to survive from dangerous ocean risks. Inspired by these dual functions, herein, we report a new type of healable mechanochromic (HMC) material. The bifunctional HMC material consists of two tightly bonded layers.