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长短期记忆网络(LSTM)是一种用于深度学习领域的人工回归神经网络(RNN)结构。与标准的前馈神经网络不同，LSTM具有反馈连接。它不仅可以处理单个数据点(如图像)，还可以处理整个数据序列(如语音或视频)。例如，LSTM适用于未分段、连接的手写识别、语音识别、网络流量或IDSs(入侵检测系统)中的异常检测等任务。
AIFL: A Global Daily Streamflow Forecasting Model Using Deterministic LSTM Pre-trained on ERA5-Land and Fine-tuned on IFS
Arxiv
0+阅读 · 2月18日
Large Language Models and Impossible Language Acquisition: "False Promise" or an Overturn of our Current Perspective towards AI
Arxiv
0+阅读 · 2月17日
Contextual and Seasonal LSTMs for Time Series Anomaly Detection
Arxiv
0+阅读 · 2月10日
Predictive Modeling of Power Outages during Extreme Events: Integrating Weather and Socio-Economic Factors
Arxiv
0+阅读 · 2月10日
Emergent human-like working memory from artificial neurons with intrinsic plasticity
Arxiv
0+阅读 · 2月14日
On Sequence-to-Sequence Models for Automated Log Parsing
Arxiv
0+阅读 · 2月7日
Human-Like Gaze Behavior in Social Robots: A Deep Learning Approach Integrating Human and Non-Human Stimuli
Arxiv
0+阅读 · 2月12日
Large Language Models and Impossible Language Acquisition: "False Promise" or an Overturn of our Current Perspective towards AI
Arxiv
0+阅读 · 2月13日
Large Language Models and Impossible Language Acquisition: "False Promise" or an Overturn of our Current Perspective towards AI
Arxiv
0+阅读 · 2月11日
Data-Driven Worker Activity Recognition and Efficiency Estimation in Manual Fruit Harvesting
Arxiv
0+阅读 · 2月13日
Developing Neural Network-Based Gaze Control Systems for Social Robots
Arxiv
0+阅读 · 2月11日
Machine Learning-Driven Crystal System Prediction for Perovskites Using Augmented X-ray Diffraction Data
Arxiv
0+阅读 · 2月4日
Efficient Sequential Neural Network with Spatial-Temporal Attention and Linear LSTM for Robust Lane Detection Using Multi-Frame Images
Arxiv
0+阅读 · 2月3日
Forecasting Energy Availability in Local Energy Communities via LSTM Federated Learning
Arxiv
0+阅读 · 1月31日
Learning temporal embeddings from electronic health records of chronic kidney disease patients
Arxiv
0+阅读 · 1月26日
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