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Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks.

, , , , , , , , , , , and . Neural Comput., 33 (8): 2087-2127 (2021)

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Infomax-ICA using Hessian-free optimization., , and . ICASSP, page 2537-2541. IEEE, (2017)Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex., and . Neuroimage, (2003)Comparing state-of-the-art visual features on invariant object recognition tasks., , , and . WACV, page 463-470. IEEE Computer Society, (2011)SkData: Data Sets and Algorithm Evaluation Protocols in Python., , and . SciPy, page 20-26. scipy.org, (2013)Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms., , and . SciPy, page 13-19. scipy.org, (2013)A Multi-scale CNN and Curriculum Learning Strategy for Mammogram Classification., , and . DLMIA/ML-CDS@MICCAI, volume 10553 of Lecture Notes in Computer Science, page 169-177. Springer, (2017)Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations., , , , , and . NeurIPS, (2020)Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 3505-3517. PMLR, (2021)Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning., , and . ICLR (Poster), OpenReview.net, (2017)Fine-Tuning Convolutional Neural Networks Using Harmony Search., , , , and . CIARP, volume 9423 of Lecture Notes in Computer Science, page 683-690. Springer, (2015)