Biomimetic fusion: Platyper's dual vision for predicting protein-surface interactions.
Sign Up to like & getrecommendations! Published in 2024 at "Materials horizons"
DOI: 10.1039/d4mh00066h
Abstract: Predicting protein binding with the material surface still remains a challenge. Here, a novel approach, platypus dual perception neural network (Platyper), was developed to describe the interactions in protein-surface systems involving bioceramics with BMPs. The… read more here.
Keywords: surface interactions; predicting protein; dual vision; protein surface ... See more keywords
Dual Vision Transformer
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.48550/arxiv.2207.04976
Abstract: Recent advances have presented several strategies to mitigate the computations of self-attention mechanism with high-resolution inputs. Many of these works consider decomposing the global self-attention procedure over image patches into regional and local feature extraction… read more here.
Keywords: global semantics; semantics; self attention; transformer ... See more keywords