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6 documents available in our comprehensive collection of Nonstationary resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Nonstationary Rainfall
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Nonstationary Rainfall (hess-21-6461-2017.pdf)

6.34 MBEN 23 pages
Researchers investigated nonstationarity and trends in short-duration precipitation extremes in Southern Ontario, Canada, and evaluated nonstationary
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Preview of Wavelet-based data reduction techniques for process fault detection
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Wavelet-based data reduction techniques for process fault detection (tech-06.pdf)

634 KBMyong K. Jeong ; Jye-Chyi Lu ; Xiaoming Huo ; Brani Vidakovic ; Di ChenEN 15 pages
This article presents new data reduction methods based on the discrete wavelet transform to handle large and complicated nonstationary data curves, minimizing
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Preview of Corrigendum: Assumption 3
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Corrigendum: Assumption 3 (lp_inference_corrigendum.pdf)

340 KBEN 5 pages
A corrigendum to Montiel Olea and Plagborg-Møller (2021) modifies Assumption 3 to allow for a wider range of VAR(p) models, including nonstationary ones, by
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Preview of Mitigating Catastrophic Forgetting in Reinforcement Learning
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Mitigating Catastrophic Forgetting in Reinforcement Learning (1802.07239.pdf)

2.49 MBChristos Kaplanis, Murray Shanahan, Claudia ClopathEN 14 pages
Unlike humans, artificial neural networks suffer from catastrophic forgetting, where new learning erases previously acquired knowledge. We show that a synaptic model with biological complexity can mitigate this issue at multiple timescales. This enables continual learning across...
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Preview of Deep Learning for Comm & Radar ID
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Deep Learning for Comm & Radar ID (deep-learning-for-comms-and-radar-white-paper.pdf)

3.05 MBEN 16 pages
Leveraging synthesized data for deep learning in communications and radar, enabling modulation ID and target classification.
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Preview of 本所「教師在研討會發表之論文，或至其他學術機構之演講」之完整資料
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本所「教師在研討會發表之論文，或至其他學術機構之演講」之完整資料 (conference_1110906.pdf)

312 KBUSEREN 29 pages
Teachers presented papers at conferences or lectures at other academic institutions, including: 1.
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