Efficient and Private ECG Classification on the Edge Using a Modified Split Learning Mechanism
Author:
Affiliation:
1. ISEK Teaching and Research Area RWTH Aachen University,Aachen,Germany,D-52074
Funder
Federal Ministry of Education and Research (BMBF, Germany)
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9874441/9874443/09874624.pdf?arnumber=9874624
Reference17 articles.
1. A review of privacy-preserving techniques for deep learning
2. Nonlinear principal component analysis using autoassociative neural networks
3. The impact of the MIT-BIH Arrhythmia Database
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