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List of works by Zhe Chen

A Bayesian nonparametric approach for uncovering rat hippocampal population codes during spatial navigation

scientific article published on 4 February 2016

A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields.

scientific article published on 12 May 2016

A Novel Nonparametric Maximum Likelihood Estimator for Probability Density Functions.

scientific article

A Point Process Approach to Assess Dynamic Baroreflex Gain.

scientific article published on September 2008

A Study of Probabilistic Models for Characterizing Human Heart Beat Dynamics in Autonomic Blockade Control

scientific article

A differential autoregressive modeling approach within a point process framework for non-stationary heartbeat intervals analysis

scientific article published on January 2010

A hierarchical Bayesian approach for learning sparse spatio-temporal decompositions of multichannel EEG.

scientific article

A novel model-based hearing compensation design using a gradient-free optimization method.

scientific article published in December 2005

A probabilistic framework for learning robust common spatial patterns

scientific article published in January 2009

A regularized point process generalized linear model for assessing the functional connectivity in the cat motor cortex

scientific article published on January 2009

A unified point process probabilistic framework to assess heartbeat dynamics and autonomic cardiovascular control

scientific article published on February 2012

A variational nonparametric Bayesian approach for inferring rat hippocampal population codes

scientific article published in January 2013

An empirical EEG analysis in brain death diagnosis for adults

scientific article published on 19 April 2008

An empirical quantitative EEG analysis for evaluating clinical brain death

scientific article published on 01 January 2007

An overview of Bayesian methods for neural spike train analysis.

scientific article

Assessing neuronal interactions of cell assemblies during general anesthesia

scientific article published on January 2011

Assessment of autonomic control and respiratory sinus arrhythmia using point process models of human heart beat dynamics

scientific article

Bayesian decoding using unsorted spikes in the rat hippocampus

scientific article published on 02 October 2013

Characterizing nonlinear heartbeat dynamics within a point process framework

scientific article

Chronic pain induces generalized enhancement of aversion

scientific article

Deciphering Neural Codes of Memory during Sleep

scientific article published on 5 April 2017

Deciphering neuronal population codes for acute thermal pain

scientific article published on 6 April 2017

Deep Learning Based on Standard H&E Images of Primary Melanoma Tumors Identifies Patients at Risk for Visceral Recurrence and Death

scientific article published on 21 October 2019

Discrete- and continuous-time probabilistic models and algorithms for inferring neuronal UP and DOWN states

scientific article published on July 2009

Dynamic assessment of baroreflex control of heart rate during induction of propofol anesthesia using a point process method

scientific article

Dynamics of motor cortical activity during naturalistic feeding behavior

scientific article published on 05 February 2019

Editorial: engineering approaches to study cardiovascular physiology: modeling, estimation, and signal processing.

scientific article published on 5 November 2012

Ensembles of change-point detectors: implications for real-time BMI applications

scientific article published on 12 September 2018

Estimating latent attentional states based on simultaneous binary and continuous behavioral measures

scientific article

Fear-induced brain activations distinguish anxious and trauma-exposed brains

scientific article published in 2021

Instantaneous assessment of autonomic cardiovascular control during general anesthesia

scientific article published on January 2011

Ketamine normalizes high-gamma power in the anterior cingulate cortex in a rat chronic pain model

scientific article published on 23 September 2020

Ketamine reduces aversion in rodent pain models by suppressing hyperactivity of the anterior cingulate cortex

scientific article published in Nature Communications

Linear and nonlinear quantification of respiratory sinus arrhythmia during propofol general anesthesia

scientific article

Local field potential decoding of the onset and intensity of acute pain in rats.

scientific article published on 29 May 2018

Mapping of visual receptive fields by tomographic reconstruction

scientific article published on 26 June 2012

Modeling and analysis of neural spike trains

scientific article

Modified Modulated Hebb-Oja Learning Rule: A Method for Biologically Plausible Principal Component Analysis

Monitoring sleepiness with on-board electrophysiological recordings for preventing sleep-deprived traffic accidents.

scientific article published on 24 July 2007

Motor cortical networks for skilled movements have dynamic properties that are related to accurate reaching

scientific article

Neural representation of spatial topology in the rodent hippocampus

scientific article published on 08 October 2013

On different facets of regularization theory.

scientific article

Point process time-frequency analysis of dynamic respiratory patterns during meditation practice

scientific article published on 21 February 2012

Probabilistic Common Spatial Patterns for Multichannel EEG Analysis

scientific article published on March 2015

Rate and Temporal Coding Mechanisms in the Anterior Cingulate Cortex for Pain Anticipation.

scientific article published on 29 May 2018

Real-time particle filtering and smoothing algorithms for detecting abrupt changes in neural ensemble spike activity

scientific article published on 20 December 2017

Signal processing for neural spike trains

scientific article (publication date: 2010)

Sparse Bayesian inference methods for decoding 3D reach and grasp kinematics and joint angles with primary motor cortical ensembles.

scientific article published in January 2013

State-dependent architecture of thalamic reticular subnetworks

scientific article

Statistical inference for assessing functional connectivity of neuronal ensembles with sparse spiking data

scientific article

Statistical modeling and analysis of laser-evoked potentials of electrocorticogram recordings from awake humans

scientific article

Stochastic correlative firing for figure-ground segregation

scientific article published on 5 March 2005

Thalamic Circuit Mechanisms Link Sensory Processing in Sleep and Attention

scientific article

The cocktail party problem

scientific article from 2005

Uncovering representations of sleep-associated hippocampal ensemble spike activity.

scientific article published on 30 August 2016

Uncovering spatial topology represented by rat hippocampal population neuronal codes

scientific article (publication date: October 2012)

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