Jose Carlos Principe
Affiliations: | University of Florida, Gainesville, Gainesville, FL, United States |
Area:
Computational NeuroEngineeringWebsite:
http://www.cnel.ufl.eduGoogle:
"Jose Principe"Bio:
Editor of IEEE Transactions on Biomedical Engineering
Mean distance: 17.15 (cluster 51)
Cross-listing: Computational Biology Tree
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Publications
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Wickstrøm KK, Løkse S, Kampffmeyer MC, et al. (2023) Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy. Entropy (Basel, Switzerland). 25 |
Huang Y, Zhang X, Shen X, et al. (2022) Extracting synchronized neuronal activity from local field potentials based on a marked point process framework. Journal of Neural Engineering |
Sledge IJ, Principe JC. (2021) Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations. Ieee Transactions On Neural Networks and Learning Systems |
Li K, Príncipe JC. (2021) Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge. Frontiers in Artificial Intelligence. 4: 568384 |
Burt R, Thigpen NN, Keil A, et al. (2021) Unsupervised foveal vision neural architecture with top-down attention. Neural Networks : the Official Journal of the International Neural Network Society. 141: 145-159 |
Duan S, Yu S, Principe JC. (2021) Modularizing Deep Learning via Pairwise Learning With Kernels. Ieee Transactions On Neural Networks and Learning Systems |
Michaelis BT, Leathers KW, Bobkov YV, et al. (2020) Odor tracking in aquatic organisms: the importance of temporal and spatial intermittency of the turbulent plume. Scientific Reports. 10: 7961 |
Yu S, Wickstrom K, Jenssen R, et al. (2020) Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration. Ieee Transactions On Neural Networks and Learning Systems |
Qin Z, Chen B, Zheng N, et al. (2020) Augmented Space Linear Models Ieee Transactions On Signal Processing. 68: 2724-2738 |
Chen B, Dang L, Gu Y, et al. (2020) Minimum Error Entropy Kalman Filter Ieee Transactions On Systems, Man, and Cybernetics. 1-11 |