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Gradient amplification: An efficient way to train deep neural networks
期刊论文
Big Data Mining and Analytics,2020, 卷号: 3, 期号: 3, 页码: 196-207
作者:
Basodi, Sunitha
;
Ji, Chunyan
;
Zhang, Haiping
;
Pan, Yi
;
Basodi, Sunitha
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2025/07/07
Backpropagation
Deep learning
Gradient amplification
Learning rate
Vanishing gradients
Infant Sound Classification on Multi-stage CNNs with Hybrid Features and Prior Knowledge
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Honolulu, 18-20 September 2020
作者:
Ji, Chunyan
;
Basodi, Sunitha
;
Xiao, Xueli
;
Pan, Yi
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2025/07/07
Hybrid features
Multi-stage CNNs
Prior knowledge
Using Transfer Learning, SVM, and Ensemble Classification to Classify Baby Cries Based on Their Spectrogram Images
会议论文
Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems Workshops, MASSW 2019, Monterey, CA, NOV 04-07, 2019
作者:
Le, Lillian
;
Kabir, Abu Nadim M.H.
;
Ji, Chunyan
;
Basodi, Sunitha
;
Pan, Yi
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2025/07/07
Baby cry classification
decision fusion
Resnet
spectograms
SVM
Deep learning for asphyxiated infant cry classification based on acoustic features and weighted prosodic features
会议论文
Proceedings - 2019 IEEE International Congress on Cybermatics: 12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019, Atlanta, GA, JUL 14-17, 2019
作者:
Ji, Chunyan
;
Xiao, Xueli
;
Basodi, Sunitha
;
Pan, Yi
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2025/07/07
Asphyxia
Deep Learning
Weighted Prosodic Features