IEEE - Institute of Electrical and Electronics Engineers, Inc. - Fast Activation Function Approach for Deep Learning Based Online Anomaly Intrusion Detection

2018 IEEE 4th International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing, (HPSC) and IEEE International Conference on Intelligent Data and Security (IDS)

Author(s): Khaled Alrawashdeh ; Carla Purdy
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2018
Conference Location: Omaha, NE, USA
Conference Date: 3 May 2018
Page(s): 5 - 13
ISBN (Electronic): 978-1-5386-4399-0
DOI: 10.1109/BDS/HPSC/IDS18.2018.00016
Regular:

The piecewise-linear activation functions such as ReLU become the catalyst that revolutionizes the training of the deep neural networks. Common nonlinear activation functions used in neural... View More

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