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Steven Van Vaerenbergh
Publications
- 2020
[j13]Simone Scardapane
, Steven Van Vaerenbergh
, Amir Hussain
, Aurelio Uncini:
Complex-Valued Neural Networks With Nonparametric Activation Functions. IEEE Trans. Emerg. Top. Comput. Intell. 4(2): 140-150 (2020)- 2019
[j11]Simone Scardapane
, Steven Van Vaerenbergh
, Simone Totaro, Aurelio Uncini:
Kafnets: Kernel-based non-parametric activation functions for neural networks. Neural Networks 110: 19-32 (2019)
[c22]Simone Scardapane, Steven Van Vaerenbergh
, Danilo Comminiello, Aurelio Uncini:
Widely Linear Kernels for Complex-valued Kernel Activation Functions. ICASSP 2019: 8528-8532
[i14]Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Aurelio Uncini:
Widely Linear Kernels for Complex-Valued Kernel Activation Functions. CoRR abs/1902.02085 (2019)
[i13]Michele Cirillo, Simone Scardapane, Steven Van Vaerenbergh, Aurelio Uncini:
On the Stability and Generalization of Learning with Kernel Activation Functions. CoRR abs/1903.11990 (2019)- 2018
[c19]Simone Scardapane, Steven Van Vaerenbergh
, Danilo Comminiello, Aurelio Uncini:
Improving Graph Convolutional Networks with Non-Parametric Activation Functions. EUSIPCO 2018: 872-876
[c17]Simone Scardapane, Steven Van Vaerenbergh
, Danilo Comminiello, Simone Totaro, Aurelio Uncini:
Recurrent Neural Networks with flexible Gates using Kernel activation Functions. MLSP 2018: 1-6
[i11]Simone Scardapane, Steven Van Vaerenbergh, Amir Hussain, Aurelio Uncini:
Complex-valued Neural Networks with Non-parametric Activation Functions. CoRR abs/1802.08026 (2018)
[i10]Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Aurelio Uncini:
Improving Graph Convolutional Networks with Non-Parametric Activation Functions. CoRR abs/1802.09405 (2018)
[i9]Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Simone Totaro, Aurelio Uncini:
Recurrent Neural Networks with Flexible Gates using Kernel Activation Functions. CoRR abs/1807.04065 (2018)- 2017
[i7]Simone Scardapane, Steven Van Vaerenbergh, Aurelio Uncini:
Kafnets: kernel-based non-parametric activation functions for neural networks. CoRR abs/1707.04035 (2017)

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