Publications for author S. Wen (excluding plenary and invited talks)

S. Wen, A. S. Rios, K. Lekkala, L. Itti, What can we learn from misclassified ImageNet images?, arXiv preprint arXiv:2201.08098, 2022. [ArXiv Preprint]

S. Wen, L. Itti, Beneficial Perturbation Network for Lifelong Learning, IEEE BrainInsight, pp. 1-4, Dec 2021.

S. Wen, L. Itti, Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system, arXiv preprint arXiv:1910.04279, 2021. [ArXiv Preprint]

S. Wen, A. Yin, T. Furlanello, M. Perich, L. Miller, L. Itti, Rapid adaptation of brain--computer interfaces to new neuronal ensembles or participants via generative modelling, Nature Biomedical Engineering, pp. 1--13, Nature Publishing Group, 2021. [2021 impact factor: 25.671]

S. Wen, A. Yin, P. H. Tseng, L. Itti, M. A. Lebedev, M. Nicolelis, Capturing spike train temporal pattern with wavelet average coefficient for brain machine interface, Scientific reports, Vol. 11, No. 1, pp. 1--10, Nature Publishing Group, 2021. [2020 impact factor: 4.379]

S. Wen, A. Rios, Y. Ge, L. Itti, Beneficial Perturbation Network for designing general adaptive artificial intelligence systems, IEEE Transactions on Neural Networks and Learning Systems, pp. 1-14, IEEE, 2021. [2020 impact factor: 8.793]

S. Wen, L. Itti, Beneficial Perturbations Network for Defending Adversarial Examples, arXiv preprint arXiv:2009.12724, 2020. [ArXiv Preprint] (Cited by 3)

S. Wen, A. Rios, Y. Ge, L. Itti, Beneficial Perturbation Network for designing general adaptive artificial intelligence systems, arXiv preprint arXiv:2009.13954, 2020. [ArXiv Preprint]

S. Wen, L. Itti, Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system, arXiv preprint arXiv:1910.04279, Oct 2019. [ArXiv Preprint]

S. Wen, L. Itti, Beneficial perturbation network for continual learning, arXiv preprint arXiv:1906.10528, Jun 2019. [ArXiv Preprint] (Cited by 3)

S. Wen, L. Itti, Overcoming catastrophic forgetting problem by weight consolidation and long-term memory, arXiv preprint arXiv:1805.07441, 2018. [ArXiv Preprint] (Cited by 13)