Also 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 · 中文
自编码器（英语：Autoencoder），也称自动编码器，是一种人工神经网络，在无监督学习中用于有效编码。自编码的目的是对一组数据学习出一种表示（也称表征，编码），通常用于降维。最近，自编码的概念广泛地用于数据的生成模型。 自2010年以来，一些先进的人工智能在深度学习网络中采用了采用堆叠式稀疏自编码。
Abstract from DBpedia / Wikipedia · CC BY-SA