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ORCIDNeural Networks, Volume 137
Volume 137, May 2021
- Vignesh Srinivasan
, Csaba Rohrer, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek, Shinichi Nakajima:
Robustifying models against adversarial attacks by Langevin dynamics. 1-17
- Qiankun Song, Sihan Chen, Zhenjiang Zhao, Yurong Liu, Fuad E. Alsaadi:
Passive filter design for fractional-order quaternion-valued neural networks with neutral delays and external disturbance. 18-30
- Jianbo Yu, Guoliang Liu:
Extracting and inserting knowledge into stacked denoising auto-encoders. 31-42
- Remco Royen, Leon Denis, Quentin Bolsee, Pengpeng Hu, Adrian Munteanu:
MaskLayer: Enabling scalable deep learning solutions by training embedded feature sets. 43-53
- Daming Shi, Maysam Orouskhani, Yasin Orouskhani:
A conditional Triplet loss for few-shot learning and its application to image co-segmentation. 54-62
- Dhanush Dharmaretnam, Chris Foster, Alona Fyshe:
Words as a window: Using word embeddings to explore the learned representations of Convolutional Neural Networks. 63-74
- Zhongying Dong, He Huang:
A training algorithm with selectable search direction for complex-valued feedforward neural networks. 75-84 - Scott Mahan, Emily J. King, Alex Cloninger:
Nonclosedness of sets of neural networks in Sobolev spaces. 85-96
- Bruno R. R. Boaretto, Cesar Manchein, Thiago de Lima Prado, Sergio Roberto Lopes:
The role of individual neuron ion conductances in the synchronization processes of neuron networks. 97-105
- Changqin Huang, Ming Li, Dianhui Wang:
Stochastic configuration network ensembles with selective base models. 106-118
- Johannes Schmidt-Hieber:
The Kolmogorov-Arnold representation theorem revisited. 119-126 - Naoki Hayashi:
The exact asymptotic form of Bayesian generalization error in latent Dirichlet allocation. 127-137 - Sicong Zang, Shikui Tu, Lei Xu:
Controllable stroke-based sketch synthesis from a self-organized latent space. 138-150 - Shrijita Bhattacharya, Tapabrata Maiti:
Statistical foundation of Variational Bayes neural networks. 151-173
- Fabio Rizzoglio, Maura Casadio, Dalia De Santis, Ferdinando A. Mussa-Ivaldi:
Building an adaptive interface via unsupervised tracking of latent manifolds. 174-187 - Chengli Peng, Tian Tian, Chen Chen, Xiaojie Guo, Jiayi Ma:
Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation. 188-199
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