オートエンコーダ
Sign in to saveAlso known as autoencoders, AE
thumb|upright=1.15|A schema of an autoencoder. An autoencoder has two main parts: an encoder that maps the message to a code, and a decoder that reconstructs the message from the code.
Research
7,707 papers- Designing molecules with autoencoder networks.Nature computational science · 2023
- Autoencoder-based myoelectric controller for prosthetic hands.Frontiers in bioengineering and biotechnology · 2023
- EEG Signal Denoising Using Beta-Variational Autoencoder.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2024
- Autoencoder-based phenotyping of ophthalmic images highlights genetic loci influencing retinal morphology and provides informative biomarkers.Bioinformatics (Oxford, England) · 2024
- mbSparse: an autoencoder-based imputation method to address sparsity in microbiome data.Gut microbes · 2025
via PubMed
Article · 日本語
オートエンコーダ（自己符号化器、英: autoencoder）とは、機械学習において、ニューラルネットワークを使用した次元圧縮のためのアルゴリズム。2006年にジェフリー・ヒントンらが提案した。
Abstract from DBpedia / Wikipedia · CC BY-SA