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Evolving stochastic configure network: A more compact model with interpretability 1 1 Introduction 1 2 Related work 2 2.1 RVFL 2 2.2 SCN 4 2.3 Model compactness 5 2.3.1 Regularization term 5 2.3.2 Dropout layer 5 2.3.3 Feature reuse 6 3 Some fundamental issues of SCNs 6 4 Our proposed methodology 9 5 Simulation 11 5.1 Description of datasets 11 5.2 Settings in models 12 5.3 Simulation results 12 6 Summary 14 CRediT authorship contribution statement 14 Declaration of competing interest 14 Data availability 14 Acknowledgement 14 References 14
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