Publications by authors named "Jose Principe"

Claim this Profile
T
The Conditional Cauchy-Schwarz Divergence With Applications to Time-Series Data and Sequential Decision Making.
Shujian Yu, Hongming Li, Sigurd Lokse, Robert Jenssen, Jose C Principe

IEEE Trans Pattern Anal Mach Intell· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Standard-Cell-Based Neuro-Inspired Integrate-and-Fire Analog-to-Time Converter for Biological and Low-Frequency Signals - Comparison With Analog Version.
Miguel Lima Teixeira, Joao P Oliveira, Jose C Principe, Joao Goes

IEEE Trans Biomed Circuits Syst· August 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
I
IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction.
Jing Yang, Yuehai Chen, Shaoyi Du, Badong Chen, Jose C Principe

IEEE Trans Cybern· July 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
F
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations.
Isaac J Sledge, Jose C Principe

IEEE Trans Neural Netw Learn Syst· August 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
M
Measurable fields-to-spike causality and its dependence on cortical layer and area.
Shailaja Akella, André M Bastos, Earl K Miller, Jose C Principe

bioRxiv· July 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy.
Kristoffer K Wickstrøm, Sigurd Løkse, Michael C Kampffmeyer, Shujian Yu, José C Príncipe

Entropy (Basel)· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Long-Term Postoperative Pain Prediction Using Higher-Order Singular Value Decomposition of Intraoperative Physiological Responses: Prospective Cohort Study.
Raheleh Baharloo, Jose Principe, Parisa Rashidi, Patrick Tighe

JMIR Perioper Med· September 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Extracting synchronized neuronal activity from local field potentials based on a marked point process framework.
Yifan Huang, Xiang Zhang, Xiang Shen, Shuhang Chen, Jose C Principe

J Neural Eng· August 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A self-learning cognitive architecture exploiting causality from rewards.
Hongming Li, Ran Dou, Andreas Keil, Jose C Principe

Neural Netw· June 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
M
Modularizing Deep Learning via Pairwise Learning With Kernels.
Shiyu Duan, Shujian Yu, Jose C Principe

IEEE Trans Neural Netw Learn Syst· April 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Unsupervised foveal vision neural architecture with top-down attention.
Ryan Burt, Nina N Thigpen, Andreas Keil, Jose C Principe

Neural Netw· September 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
B
Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge.
Kan Li, José C Príncipe

Front Artif Intell· September 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Slow Dynamics of Acute Postoperative Pain Intensity Time Series Determined via Wavelet Analysis Are Associated With the Risk of Severe Postoperative Day 30 Pain.
Raheleh Baharloo, Jose C Principe, Roger B Fillingim, Margaret R Wallace, Baiming Zou

Anesth Analg· May 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
Toward a Kernel-Based Uncertainty Decomposition Framework for Data and Models.
Rishabh Singh, Jose C Principe

Neural Comput· April 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A multi-channel peripheral nerve stimulator with integrate-and-fire encoding.
Aritra Kundu, Ahmed Fahmy, Ryan Madler, Kevin Otto, Erin Patrick, Jose Principe

J Med Eng Technol· April 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
M
Marked point process representation of oscillatory dynamics underlying working memory.
Shailaja Akella, Ali Mohebi, Jose C Principe, Karim Oweiss

J Neural Eng· March 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration.
Shujian Yu, Kristoffer Wickstrom, Robert Jenssen, Jose Principe

IEEE Trans Neural Netw Learn Syst· January 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations.
Isaac J Sledge, Jose C Principe

IEEE Trans Neural Netw Learn Syst· November 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
P
Probability Density Rank-Based Quantization for Convex Universal Learning Machines.
Zhengda Qin, Badong Chen, Yuantao Gu, Nanning Zheng, Jose C Principe

IEEE Trans Neural Netw Learn Syst· August 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Taxonomy for Neural Memory Networks.
Ying Ma, Jose C Principe

IEEE Trans Neural Netw Learn Syst· June 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
O
Odor tracking in aquatic organisms: the importance of temporal and spatial intermittency of the turbulent plume.
Brenden T Michaelis, Kyle W Leathers, Yuriy V Bobkov, Barry W Ache, Jose C Principe

Sci Rep· May 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
O
On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation.
Shiyu Duan, Shujian Yu, Yunmei Chen, Jose C Principe

Neural Comput· January 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Discrimination of Movement-Related Cortical Potentials Exploiting Unsupervised Learned Representations From ECoGs.
Carlos A Loza, Chandan G Reddy, Shailaja Akella, José C Príncipe

Front Neurosci· November 2019

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Clustering Neural Patterns in Kernel Reinforcement Learning Assists Fast Brain Control in Brain-Machine Interfaces.
Xiang Zhang, Camilo Libedinsky, Rosa So, Jose C Principe, Yiwen Wang

IEEE Trans Neural Syst Rehabil Eng· September 2019

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Correntropy based Robust Decomposition of Neuromodulations.
Shailaja Akella, Jose C Principe

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis