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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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On the information bottleneck theory of deep learning, , , , , , and . Journal of Statistical Mechanics: Theory and Experiment, 2019 (12): 124020 (December 2019)Making a Science of Model Search, , and . CoRR, (2012)Input-Aware Auto-Tuning of Compute-Bound HPC Kernels., and . CoRR, (2018)Object-Centric Diagnosis of Visual Reasoning., , , , , , and . CoRR, (2020)On the Interplay between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis., , , , , , , , , and 1 other author(s). ICASSP, page 8447-8451. IEEE, (2022)Scaling up biologically-inspired computer vision: A case study in unconstrained face recognition on facebook., , , and . CVPR Workshops, page 35-42. IEEE Computer Society, (2011)ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers., , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 18003-18017. PMLR, (2022)Triton: an intermediate language and compiler for tiled neural network computations., , and . MAPL@PLDI, page 10-19. ACM, (2019)Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures., , and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 115-123. JMLR.org, (2013)A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation., and . EMBC, page 3590-3593. IEEE, (2018)