José C. Prı́ncipe - Publications, H-index & Citations

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José C. Prı́ncipe

university of florida

82H-index

1.2KPaper Count

3.4WCitation Count

Published Papers 155

Publication Date

Transregional Neural Prostheses: Applications and Computational Tools

IEEE Transactions on Neural Systems and Rehabilitation Engineering

IF5.2

2026-07-27

OAAI

Shenghui Wu; Jose C. Principe; Yiwen Wang

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Training sparse convolutional deep predictive coding networks with attention

Neural Networks

IF6.3

2026-03-12

PREAI

Hongming Li; Chi Ding; José C Príncipe

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Online Filtering in Kernel Adaptive Principal Subspace

Signal Processing

IF3.6

2026-02-14

PREAI

Kan Li; José C. Príncipe

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A Closed-Form Solution for Kernel Adaptive Filtering

Signal Processing

IF3.6

2026-02-09

PREAI

Benjamin Lyons Colburn; Luis G. Sanchez Giraldo; Kan Li; Jose C. Principe

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Improved PCA Reconstruction-Based Unsupervised Anomaly Detection in Uncontrolled Structural Health Monitoring With Correntropy

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-07-01

PREAI

Yang, Kang; Lin, Zhenhan; Yang, Zekun; Tian, Zhihui; Ma, Jie; Principe, Jose C.; Harley, Joel B.

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A Standard-Cell-Based Neuro-Inspired Integrate-and-Fire Analog-to-Time Converter for Biological and Low-Frequency Signals - Comparison With Analog Version

ieee transactions on circuits and systems i regular papers

IF4.9

2024-08-01

PREAI

Teixeira, Miguel Lima; Oliveira, Joao P.; Principe, Jose C.; Goes, Joao

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IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2024-07-01

PREAI

Yang, Jing; Chen, Yuehai; Du, Shaoyi; Chen, Badong; Principe, Jose C.

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Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-08-01

PREAI

Sledge, Isaac J.; Principe, Jose C.

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Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE

IF11.2

2022-11-01

OAAI

Duan, Shiyu; Principe, Jose C.

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Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2022-10-01

OAAI

Sledge, Isaac J.; Bryner, Darshan W.; Principe, Jose C.

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Target Detection and Segmentation in Circular-Scan Synthetic Aperture Sonar Images Using Semisupervised Convolutional Encoder-Decoders

IEEE JOURNAL OF OCEANIC ENGINEERING

IF5.3

2022-10-01

OAAI

Sledge, Isaac J.; Emigh, Matthew S.; King, Jonathan L.; Woods, Denton L.; Cobb, J. Tory; Principe, Jose C.

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Extracting synchronized neuronal activity from local field potentials based on a marked point process framework

JOURNAL OF NEURAL ENGINEERING

IF3.8

2022-08-19

PREAI

Huang, Yifan; Zhang, Xiang; Shen, Xiang; Chen, Shuhang; Principe, Jose C.; Wang, Yiwen

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A self-learning cognitive architecture exploiting causality from rewards

NEURAL NETWORKS

IF6.3

2022-06-01

OAAI

Li, Hongming; Dou, Ran; Keil, Andreas; Principe, Jose C.

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Modularizing Deep Learning via Pairwise Learning With Kernels

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-04-01

OAAI

Duan, Shiyu; Yu, Shujian; Principe, Jose C.

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Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2021-09-08

OAAI

Li, Kan; Principe, Jose C.

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Unsupervised foveal vision neural architecture with top-down attention

NEURAL NETWORKS

IF6.3

2021-09-01

OAAI

Burt, Ryan; Thigpen, Nina N.; Keil, Andreas; Principe, Jose C.

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Minimum Error Entropy Kalman Filter

ieee transactions on cybernetics

IF8.7

2021-09-01

128

OAAI

Chen, Badong; Dang, Lujuan; Gu, Yuantao; Zheng, Nanning; Principe, Jose C.

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Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2021-07-01

PREAI

Wang, Yiwen; Principe, Jose C.

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Multiscale principle of relevant information for hyperspectral image classification

MACHINE LEARNING

IF2.9

2021-06-02

OAAI

Wei, Yantao; Yu, Shujian; Giraldo, Luis Sanchez; Principe, Jose C.

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Effects of Outliers on the Maximum Correntropy Estimation: A Robustness Analysis

ieee transactions on cybernetics

IF8.7

2021-06-01

PREAI

Chen, Badong; Xing, Lei; Zhao, Haiquan; Du, Shaoyi; Principe, Jose C.

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Research Directions