Self-organized Operational Neural Networks with Generative Neurons

Operational Neural Networks (ONNs) have recently been proposed to address the well-known limitations and drawbacks of conventional Convolutional Neural Networks (CNNs) such as network homogeneity with the sole linear neuron model. ONNs are heterogeneous networks with a generalized neuron model. Howe...

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Veröffentlicht in:	Neural networks 2021-08, Vol.140, p.294-308
Hauptverfasser:	Kiranyaz, Serkan, Malik, Junaid, Abdallah, Habib Ben, Ince, Turker, Iosifidis, Alexandros, Gabbouj, Moncef
Format:	Artikel
Sprache:	eng
Schlagworte:	Convolutional Neural Networks Generative neurons Heterogeneous networks Operational Neural Networks
Online-Zugang:	Volltext
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