LSTM

شبكة الذاكرة الطويلة قصيرة المدى

بنية متطورة للشبكات التكرارية تستخدم بوابات خاصة لتنظيم حفظ واسترجاع المعلومات بعيدة المدى.

LSTM

Also translated asالعصبونات ذات بوابات الحفظ النطاقي، نموذج التحكم بمدى الذاكرة

First appears in this corpus in: Learning Long-Term Dependencies with Gradient Descent is Difficult (1994)

Appears in these papers

Grandmaster Level in StarCraft II Using Multi-Agent Reinforcement Learning2019 in the sky ✦
Learning Long-Term Dependencies with Gradient Descent is Difficult1994 in the sky ✦
Learning Long-Term Dependencies with Gradient Descent is Difficult1994 in the sky ✦
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding2018 in the sky ✦
Representation Learning with Contrastive Predictive Coding2018 in the sky ✦
Deep Learning2015 in the sky ✦
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin2015 in the sky ✦
DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks2020 in the sky ✦
Deep Contextualized Word Representations2018 in the sky ✦
Explaining and Harnessing Adversarial Examples2015 in the sky ✦
Google's Neural Machine Translation System: Bridging the Gap Between Human and Machine Translation2016 in the sky ✦
Improving Language Understanding by Generative Pre-Training2018 in the sky ✦
On the Difficulty of Training Recurrent Neural Networks2013 in the sky ✦
Inductive Representation Learning on Large Graphs2017 in the sky ✦
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling2014 in the sky ✦
Highway Networks2015 in the sky ✦
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset2017 in the sky ✦
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures2018 in the sky ✦
Learning Dexterous In-Hand Manipulation2019 in the sky ✦
Long Short-Term Memory1997 in the sky ✦
Mamba: Linear-Time Sequence Modeling with Selective State Spaces2023 in the sky ✦
Neural Turing Machines2014 in the sky ✦
Pixel Recurrent Neural Networks2016 in the sky ✦
Recurrent Neural Networks (RNNs): A Gentle Introduction and Overview2019 in the sky ✦
Recurrent Neural Networks (RNNs): A Gentle Introduction and Overview2019 in the sky ✦
Scaling Laws for Neural Language Models2020 in the sky ✦
Sequence to Sequence Learning with Neural Networks2014 in the sky ✦
Sequence to Sequence Learning with Neural Networks2014 in the sky ✦
Show and Tell: A Neural Image Caption Generator2015 in the sky ✦
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention2015 in the sky ✦
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions2018 in the sky ✦
Attention Is All You Need2017 in the sky ✦
Universal Language Model Fine-Tuning for Text Classification2018 in the sky ✦
VQA: Visual Question Answering2015 in the sky ✦
WaveNet: A Generative Model for Raw Audio2016 in the sky ✦
World Models2018 in the sky ✦
World Models2018 in the sky ✦