Quantum ReLU activation for Convolutional Neural Networks to improve diagnosis of Parkinson’s disease and COVID-19

Quantum ReLU activation for Convolutional Neural Networks to improve diagnosis of Parkinson’s disease and COVID-19

Yes === This study introduces a quantum-inspired computational paradigm to address the unresolved problem of Convolutional Neural Networks (CNNs) using the Rectified Linear Unit (ReLU) activation function (AF), i.e., the ‘dying ReLU’. This problem impacts the accuracy and the reliability in image cl...

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Bibliographic Details
Main Authors: Parisi, Luca, Neagu, Daniel, Ma, R., Campean, I. Felician
Language:en
Published: Elsevier 2021
Subjects:
Activation functions
ReLU
Convolutional Neural Network
Decision support
COVID-19
Parkinson’s disease
Online Access:http://hdl.handle.net/10454/18613

Internet

http://hdl.handle.net/10454/18613

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