Adaptive learning methods for nonlinear system modeling

por Comminiello, Danilo, Principe, Jose C
Publicado 2018

Biologically-Inspired Spike-Based Automatic Speech Recognition of Isolated Digits Over a Reproducing Kernel Hilbert Space

por Li, Kan, Príncipe, José C.
Publicado 2018

Simple Stopping Criteria for Information Theoretic Feature Selection

por Yu, Shujian, Príncipe, José C.
Publicado 2019

Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge

por Li, Kan, Príncipe, José C.
Publicado 2021

An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits

por Sledge, Isaac J., Príncipe, José C.
Publicado 2018

Reduction of Markov Chains Using a Value-of-Information-Based Approach

por Sledge, Isaac J., Príncipe, José C.
Publicado 2019

A Marked Point Process Framework for Extracellular Electrical Potentials

por Loza, Carlos A., Okun, Michael S., Príncipe, José C.
Publicado 2017

System parameter identification: information criteria and algorithms

por Chen, Badong, Zhu, Yu, Hu, Jinchun, Principe, Jose C
Publicado 2013

Neural and adaptive systems: fundamentals through simulations

por Principe, Jose C, Euliano, Neil R, Lefebvre, W Curt
Publicado 2000

Topographical measures of functional connectivity as biomarkers for post-stroke motor recovery

por Philips, Gavin R., Daly, Janis J., Príncipe, José C.
Publicado 2017

Statistical Coding and Decoding of Heartbeat Intervals

por Lucena, Fausto, Barros, Allan Kardec, Príncipe, José C., Ohnishi, Noboru
Publicado 2011

Measurable fields-to-spike causality and its dependence on cortical layer and area

por Akella, Shailaja, Bastos, André M., Miller, Earl K., Principe, Jose C.
Publicado 2023

Discrimination of Movement-Related Cortical Potentials Exploiting Unsupervised Learned Representations From ECoGs

por Loza, Carlos A., Reddy, Chandan G., Akella, Shailaja, Príncipe, José C.
Publicado 2019

Theory of information and its value

por Stratonovich, Ruslan L, Belavkin, Roman V, Pardalos, Panos M, Principe, Jose C
Publicado 2020

Clustering Approach to Quantify Long-Term Spatio-Temporal Interactions in Epileptic Intracranial Electroencephalography

por Hegde, Anant, Erdogmus, Deniz, Shiau, Deng S., Principe, Jose C., Sackellares, Chris J.
Publicado 2007

A Saccade Based Framework for Real-Time Motion Segmentation Using Event Based Vision Sensors

por Mishra, Abhishek, Ghosh, Rohan, Principe, Jose C., Thakor, Nitish V., Kukreja, Sunil L.
Publicado 2017

Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy

por Wickstrøm, Kristoffer K., Løkse, Sigurd, Kampffmeyer, Michael C., Yu, Shujian, Príncipe, José C., Jenssen, Robert
Publicado 2023

A Tensor-Product-Kernel Framework for Multiscale Neural Activity Decoding and Control

por Li, Lin, Brockmeier, Austin J., Choi, John S., Francis, Joseph T., Sanchez, Justin C., Príncipe, José C.
Publicado 2014

Restoring Behavior via Inverse Neurocontroller in a Lesioned Cortical Spiking Model Driving a Virtual Arm

por Dura-Bernal, Salvador, Li, Kan, Neymotin, Samuel A., Francis, Joseph T., Principe, Jose C., Lytton, William W.
Publicado 2016

Kernel Temporal Differences for Neural Decoding

por Bae, Jihye, Sanchez Giraldo, Luis G., Pohlmeyer, Eric A., Francis, Joseph T., Sanchez, Justin C., Príncipe, José C.
Publicado 2015