Luca Citi

发表

Characterization of Depressive States in Bipolar Patients Using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment

Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri, 2015, IEEE Journal of Biomedical and Health Informatics.

Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Predicting seizures in untreated temporal lobe epilepsy using point-process nonlinear models of heartbeat dynamics

Luca Citi, Maria Grazia Marciani, Enzo Pasquale Scilingo, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A point process local likelihood algorithm for robust and automated heart beat detection and correction

Luca Citi, Riccardo Barbieri, Emery N Brown, 2011, 2011 Computing in Cardiology.

Point-Process Nonlinear Models With Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics

Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri, 2013, IEEE Transactions on Signal Processing.

Parametric Transfer Learning Based on the Fisher Divergence for Well-Being Prediction

Luca Citi, Riccardo Poli, Eirini Christinaki, 2019, 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE).

Intrinsic Complexity of Sympathetic and Parasympathetic Dynamics from HRV series: a Preliminary Study on Postural Changes

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Electrodermal activity processing: A convex optimization approach

Luca Citi, Enzo Pasquale Scilingo, Gaetano Valenza, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Elastic-net constrained multiple kernel learning using a majorization-minimization approach

Luca Citi, 2015, 2015 7th Computer Science and Electronic Engineering Conference (CEEC).

An evolutionary approach to feature selection and classification in P300-based BCI

Luca Citi, Riccardo Poli, Francisco Sepulveda, 2004 .

Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task

Luca Citi, Saugat Bhattacharyya, Davide Valeriani, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Evolutionary Brain Computer Interfaces

Luca Citi, Riccardo Poli, Francisco Sepulveda, 2009, EvoWorkshops.

Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2015, Front. Physiol..

Feature Selection and Classification in Brain Computer Interfaces by a Genetic Algorithm

Luca Citi, Riccardo Poli, Francisco Sepulveda, 2004 .

Matching brain-machine interface performance to space applications.

Luca Citi, Oliver Tonet, Martina Marinelli, 2009, International review of neurobiology.

Analogue P300-based BCI pointing device

Luca Citi, Riccardo Poli, L. Citi, 2006 .

Hybrid Gaussian Point-Process Model for Finer Control of Myoelectric Robotic Hands

Luca Citi, Francesco Negro, Sohail Siadatnejad, 2018 .

Crosstalk Reduction in Epimysial EMG Recordings from Transhumeral Amputees with Principal Component Analysis

Luca Citi, Riccardo Poli, Enzo Mastinu, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Combining sudomotor nerve impulse estimation with fMRI to investigate the central sympathetic response to nausea

Luca Citi, Riccardo Barbieri, Anna M. Bianchi, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Instantaneous Bispectral Characterization of the Autonomic Nervous System through a Point-Process Nonlinear Model

Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri, 2013 .

Increased instability of heartbeat dynamics in Parkinson's disease

Luca Citi, Nicola Toschi, Riccardo Barbieri, 2013, Computing in Cardiology 2013.

Tracking instantaneous entropy in heartbeat dynamics through inhomogeneous point-process nonlinear models

Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Memory with memory in genetic programming

Luca Citi, Riccardo Poli, Nicholas Freitag McPhee, 2009 .

Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2014, PloS one.

Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Exploiting P300 amplitude variations can improve classification accuracy in Donchin's BCI speller

Luca Citi, Riccardo Poli, Caterina Cinel, 2009, 2009 4th International IEEE/EMBS Conference on Neural Engineering.

Wavelet Denoising and Conditioning of Neural Recordings

Luca Citi, Silvestro Micera, 2013 .

Assessment of spontaneous cardiovascular oscillations in Parkinson's disease

Luca Citi, Enzo Pasquale Scilingo, Nicola Toschi, 2016, Biomed. Signal Process. Control..

Benefits of Multisensory Cues in a Realistic Target Discrimination Task

Luca Citi, Caterina Cinel, Riccardo Poli, 2020, 2020 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA).

A simple yet efficient algorithm for multiple kernel learning under elastic-net constraints pdf

Luca Citi, 2015, ArXiv.

Documenting, modelling and exploiting P300 amplitude changes due to variable target delays in Donchin's speller

Luca Citi, Riccardo Poli, Caterina Cinel, 2010, Journal of neural engineering.

Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Bivariate point process modeling and joint non-stationary analysis of pulse transit time and heart period

Luca Citi, Riccardo Barbieri, Michele Orini, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Force–Velocity Assessment of Caress-Like Stimuli Through the Electrodermal Activity Processing: Advantages of a Convex Optimization Approach

Luca Citi, Matteo Bianchi, Enzo Pasquale Scilingo, 2017, IEEE Transactions on Human-Machine Systems.

High-Significance Averages of Event-Related Potential Via Genetic Programming

Luca Citi, Riccardo Poli, Caterina Cinel, 2010 .

Activities on PNS neural interfaces for the control of hand prostheses

Luca Citi, Silvestro Micera, Paolo Maria Rossini, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Analogue evolutionary brain computer interfaces

Luca Citi, Riccardo Poli, Francisco Sepulveda, 2009 .

cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing

Luca Citi, Enzo Pasquale Scilingo, Gaetano Valenza, 2016, IEEE Transactions on Biomedical Engineering.

Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems

Luca Citi, Riccardo Poli, Enzo Pasquale Scilingo, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Analogue evolutionary brain computer interfaces [Application Notes]

Luca Citi, Riccardo Poli, Francisco Sepulveda, 2009, IEEE Computational Intelligence Magazine.

Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study

Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Decoding Information From Neural Signals Recorded Using Intraneural Electrodes: Toward the Development of a Neurocontrolled Hand Prosthesis

Luca Citi, Silvestro Micera, Paolo Dario, 2010, Proceedings of the IEEE.

Likelihood Methods for Point Processes with Refractoriness

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2014, Neural Computation.

Target Detection in Video Feeds with Selected Dyads and Groups Assisted by Collaborative Brain-Computer Interfaces

Luca Citi, Saugat Bhattacharyya, Davide Valeriani, 2019, 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

Skin Admittance Measurement for Emotion Recognition: A Study over Frequency Sweep

Luca Citi, Enzo Pasquale Scilingo, Nicola Vanello, 2016 .

Instantaneous assessment of autonomic cardiovascular control during general anesthesia

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Characterize the Causal Interactions Between Depolarization and Repolarization Temporal Changes in Unipolar Electrograms

Luca Citi, Michele Orini, Peter Taggart, 2013, CinC.

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data

Luca Citi, Marzyeh Ghassemi, Tom J Pollard, 2019, PloS one.

Eigenbrains: The free vibrational modes of the brain as a new representation for EEG

Luca Citi, Riccardo Poli, Francisco Sepulveda, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Assessing instantaneous QT variability dynamics within a point-process nonlinear framework

Luca Citi, Pablo Laguna, Riccardo Barbieri, 2014, 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO).

Decoding of grasping information from neural signals recorded using peripheral intrafascicular interfaces

Luca Citi, Silvestro Micera, Paolo Dario, 2011, Journal of NeuroEngineering and Rehabilitation.

Lower instantaneous entropy of heartbeat dynamics characterizes cognitive impairment in Parkinson's disease

Luca Citi, Nicola Toschi, Riccardo Barbieri, 2014, Computing in Cardiology 2014.

Assessment of dynamic autonomic changes with posture using instantaneous entropy measures

Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri, 2014, Computing in Cardiology 2014.

Restoring Natural Sensory Feedback in Real-Time Bidirectional Hand Prostheses

Luca Citi, Winnie Jensen, Maria Chiara Carrozza, 2014, Science Translational Medicine.

Rank-based Multi-Scale Entropy analysis of heart rate variability

Luca Citi, Luca T. Mainardi, Giulia Guffanti, 2014, Computing in Cardiology 2014.

Disentanglement of sympathetic and parasympathetic activity by instantaneous analysis of human heartbeat dynamics

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Assessing real-time RR-QT frequency-domain measures of coupling and causality through inhomogeneous point-process bivariate models

Luca Citi, Pablo Laguna, Riccardo Barbieri, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

On the use of wavelet denoising and spike sorting techniques to process electroneurographic signals recorded using intraneural electrodes

Luca Citi, Silvestro Micera, Jacopo Carpaneto, 2008, Journal of Neuroscience Methods.

ECG-Derived Sympathetic and Parasympathetic Nervous System Dynamics: A Congestive Heart Failure Study

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2018, 2018 Computing in Cardiology Conference (CinC).

Domain Adaptation for Deep Reinforcement Learning in Visually Distinct Games

Dino Stephen Ratcliffe, Sam Devlin, Udo Kruschwitz, 2018 .

Building–plant system energy sustainability. An approach for transient thermal performance analysis

Luca Citi, Virginia Gori, Carla Balocco, 2012 .

Generalization Performance of Deep Learning Models in Neurodegenerative Disease Classification

Luca Citi, Alba Garcia Seco de Herrera, Ekin Yagis, 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Prospects of brain-machine interfaces for space system control

Luca Citi, José del R. Millán, Carlo Menon, 2006 .

Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics

Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri, 2014, Scientific Reports.

Inferring the stability of LIFE through Brain Machine Interfaces

Luca Citi, Silvestro Micera, Ken Yoshida, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores

Luca Citi, Riccardo Poli, Eirini Christinaki, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Point-process analysis of neural spiking activity of muscle spindles recorded from thin-film longitudinal intrafascicular electrodes

Luca Citi, Emery N. Brown, Ken Yoshida, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A point process approach for analyzing gait variability dynamics

Luca Citi, Riccardo Barbieri, Robert J. Ellis, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Augmenting group decision making accuracy in a realistic environment using collaborative brain-computer interfaces based on error-related potentials

Luca Citi, Riccardo Poli, Saugat Bhattacharyya, 2018 .

Walking Improves the Performance of a Brain-Computer Interface for Group Decision Making

Luca Citi, Riccardo Poli, Saugat Bhattacharyya, 2019 .

Muscle fatigue assessment through electrodermal activity analysis during isometric contraction

Luca Citi, Matteo Bianchi, Antonio Bicchi, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Prediction of Impaired Performance in Trail Making Test in MCI Patients With Small Vessel Disease Using DTI Data

Luca Citi, Nicola Toschi, Stefano Diciotti, 2016, IEEE Journal of Biomedical and Health Informatics.

Active learning without unlabeled samples: generating questions and labels using Monte Carlo Tree Search

Luca Citi, Sathish K. Sankarpandi, Spyros Samothrakis, 2019, 2019 IEEE International Conference on Big Data (Big Data).

A nonlinear heartbeat dynamics model approach for personalized emotion recognition

Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

3D Convolutional Neural Networks for Diagnosis of Alzheimer's Disease via Structural MRI

Luca Citi, Stefano Diciotti, Alba Garcia Seco de Herrera, 2020, 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS).

Assessment of gait nonlinear dynamics by inhomogeneous point-process models

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

SEEDS, simultaneous recordings of high-density EMG and finger joint angles during multiple hand movements

Luca Citi, Riccardo Poli, Christian Cipriani, 2019, Scientific Data.

Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardiorespiratory Nonstationary Dynamics

Luca Citi, Luca Faes, Riccardo Barbieri, 2018, IEEE Transactions on Biomedical Engineering.

Exploring multiple protocols for a brain-computer interface mouse

Luca Citi, Riccardo Poli, Francisco Sepulveda, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Human Chemosignals Modulate Interactions Between Social and Emotional Brain Areas

Luca Citi, Wen Li, Dimitri Ognibene, 2020, 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE).

Memory with Memory in Tree-Based Genetic Programming

Luca Citi, Riccardo Poli, Nicholas Freitag McPhee, 2009, EuroGP.

Real-Time Neural Signals Decoding onto Off-the-Shelf DSP Processors for Neuroprosthetic Applications

Luca Citi, Silvestro Micera, Paolo Meloni, 2016, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Instantaneous transfer entropy for the study of cardio-respiratory dynamics

Luca Citi, Luca Faes, Riccardo Barbieri, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy

Luca Citi, Maria Grazia Marciani, Nicola Toschi, 2015, 2015 Computing in Cardiology Conference (CinC).

ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: an Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction

Luca Citi, Riccardo Barbieri, Gaetano Valenza, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A LightWAVE client for semi-automated annotation of Heart Beats from ECG Time Series

Luca Citi, Riccardo Barbieri, Claudia Olariu, 2015, 2015 Computing in Cardiology Conference (CinC).

Dynamical density delay maps: simple, new method for visualising the behaviour of complex systems

Luca Citi, Ary L. Goldberger, Anton Burykin, 2014, BMC Medical Informatics and Decision Making.

Defining brain–machine interface applications by matching interface performance with device requirements

Luca Citi, Paolo Dario, Oliver Tonet, 2008, Journal of Neuroscience Methods.

A Real-Time Automated Point-Process Method for the Detection and Correction of Erroneous and Ectopic Heartbeats

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2012, IEEE Transactions on Biomedical Engineering.

Instantaneous monitoring of sleep fragmentation by point process heart rate variability and respiratory dynamics

Luca Citi, Riccardo Barbieri, Elizabeth B. Klerman, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Approximate Credibility Intervals for Independent Component Analysis

Luca Citi, Olivier Thill, 2021, Biosystems & Biorobotics.

Deep Learning in Brain MRI: Effect of Data Leakage Due to Slice-level Split Using 2D Convolutional Neural Networks

Luca Citi, Stefano Diciotti, Carlo Tessa, 2021 .

Subject- and task-independent neural correlates and prediction of decision confidence in perceptual decision making

Luca Citi, Saugat Bhattacharyya, Davide Valeriani, 2021, Journal of neural engineering.

Convolutional Autoencoder based Deep Learning Approach for Alzheimer's Disease Diagnosis using Brain MRI

Luca Citi, Ekin Yagis, Alba Garcia Seco de Herrera, 2021, 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS).

Reaction-time binning: a simple method for increasing the resolving power of ERP averages.

Luca Citi, Francisco Sepulveda, Caterina Cinel, 2010, Psychophysiology.

A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions

Luca Citi, Christian Antfolk, Christian Cipriani, 2020, Scientific Data.