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Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm
Tien Bui, Dieu, Shahabi, Himan, Omidvar, Ebrahim, Shirzadi, Ataollah, Geertsema, Marten, Clague, John, Khosravi, Khabat, Pradhan, Biswajeet, Pham, Binh, Chapi, Kamran, Barati, Zahra, Bin Ahmad, Baharin, Rahmani, Hosein, Gróf, Gyula, Lee, Saro
Published in Remote sensing (Basel, Switzerland) (02.04.2019)
Published in Remote sensing (Basel, Switzerland) (02.04.2019)
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Journal Article
Restricted gradient-descent algorithm for value-function approximation in reinforcement learning
da Motta Salles Barreto, André, Anderson, Charles W.
Published in Artificial intelligence (01.03.2008)
Published in Artificial intelligence (01.03.2008)
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Journal Article
Consensus Algorithms and Deep Reinforcement Learning in Energy Market: A Review
Jogunola, Olamide, Adebisi, Bamidele, Ikpehai, Augustine, Popoola, Segun I., Gui, Guan, Gacanin, Haris, Ci, Song
Published in IEEE internet of things journal (15.03.2021)
Published in IEEE internet of things journal (15.03.2021)
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Journal Article
RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System
Hernandez-Cano, Alejandro, Zhuo, Cheng, Yin, Xunzhao, Imani, Mohsen
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks
Khan, Shujaat, Ahmad, Jawwad, Naseem, Imran, Moinuddin, Muhammad
Published in Circuits, systems, and signal processing (01.02.2018)
Published in Circuits, systems, and signal processing (01.02.2018)
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Journal Article
DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification
Wang, Junyao, Huang, Sitao, Imani, Mohsen
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments
Putra, Rachmad Vidya Wicaksana, Shafique, Muhammad
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm
Wang, Zhe, Chen, Songcan, Sun, Tingkai
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2008)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2008)
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Journal Article
Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis
Xing, Hong, Simeone, Osvaldo, Bi, Suzhi
Published in IEEE journal on selected areas in communications (01.12.2021)
Published in IEEE journal on selected areas in communications (01.12.2021)
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Journal Article
A self-learning magnetic Hopfield neural network with intrinsic gradient descent adaption
Niu, Chang, Zhang, Huanyu, Xu, Chuanlong, Hu, Wenjie, Wu, Yunzhuo, Wu, Yu, Wang, Yadi, Wu, Tong, Zhu, Yi, Zhu, Yinyan, Wang, Wenbin, Wu, Yizheng, Yin, Lifeng, Xiao, Jiang, Yu, Weichao, Guo, Hangwen, Shen, Jian
Published in Proceedings of the National Academy of Sciences - PNAS (17.12.2024)
Published in Proceedings of the National Academy of Sciences - PNAS (17.12.2024)
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Journal Article