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本文是在自然语言处理上应用比较好的深度网络RNN,包含RNN的入门讲解、代码实现
2016-01-29 上传大小:1.08MB
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Recurrent Neural Networks Tutorial, Part 1 – Introduction to RNNs学习笔记
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Supervised Sequence Labelling with Recurrent Neural Networks

Supervised Sequence Labelling with Recurrent Neural Networks

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Speech recognition with deep recurrent neural networks论文翻译

循环神经网络在语音识别中的应用 LSTM 双向RNN 双向lstm

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A Critical Review of Recurrent Neural Networks for Sequence Learning

Countless learning tasks require dealing with sequential data. Image captioning, speech synthesis, and music generation all require that a model produce outputs that are sequences. In other domains, such as time series prediction, video analysis, and musical information retrieval, a model must learn

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On the difficulty of training recurrent neural networks

There are two widely known issues with properly training recurrent neural networks, the va

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Session-based Recommendations with Recurrent Neural Networks.pdf

Session-based recommendation is a relatively unappreciated problem in the machine learning and recommender systems community.

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Deep Learning: Recurrent Neural Networks in Python

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SESSION-BASED RECOMMENDATIONS WITH RECURRENT NEURAL NETWORKS.pdf

RNN 应用与推荐系统

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机器学习 -- Recurrent Neural Network (RNN)

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高清版,A tutorial on training recurrent neural networks

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Introduction to Recurrent Neural Networks

• Why Recurrent Neural Networks (RNNs)?? • The Vanilla RNN unit? • The RNN forward pass? • Backpropagation refresher? • The RNN backward pass? • Issues with the Vanilla RNN? • The Long Short-Term Memory (LSTM) unit? • The LSTM Forward & Backward pass? • LSTM variants and tips? – Peephole LSTM? – GRU

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Recurrent Neural Networks Tutorial (RNN)

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