AutoNet-Generated Deep Layer-Wise Convex Networks for ECG Classification
The design of neural networks typically involves trial-and-error, a time-consuming process for obtaining an optimal architecture, even for experienced researchers. Additionally, it is widely accepted that loss functions of deep neural networks are generally non-convex with respect to the parameters...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 10 vom: 09. Sept., Seite 6542-6558
|
|---|
| 1. Verfasser: |
Shen, Yanting
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Lu, Lei,
Zhu, Tingting,
Wang, Xinshao,
Clifton, Lei,
Chen, Zhengming,
Clarke, Robert,
Clifton, David A |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2024
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article |
|---|