Paperbase

Benchmarking classification techniques using the opportunity human activity dataset

Sagha, H. Digumarti, S.T. Millán, J.D.R. Chavarriaga, R. Calatroni, A. Roggen, D. Tröster, G.

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 2011-12-23

https://doi.org/10.1109/ICSMC.2011.6083628

Daniel Roggen

Roggen Daniel

ORCID: 0000-0001-8033-6417

Enabling Reproducible Research in Sensor-Based Transportation Mode Recognition With the Sussex-Huawei Dataset 10.1109/ACCESS.2019.2890793

Flexible Sensors-From Materials to Applications 10.3390/technologies7020035

Thigh-derived inertial sensor metrics to assess the sit-to-stand and stand-to-sit transitions in the timed up and go (TUG) Task for quantifying mobility impairment in multiple sclerosis 10.3389/fneur.2018.00684

Collecting complex activity datasets in highly rich networked sensor environments 10.1109/INSS.2010.5573462

Potentials of enhanced context awareness in wearable assistants for Parkinson's disease patients with the freezing of gait syndrome 10.1109/ISWC.2009.14

Wearable assistant for Parkinsons disease patients with the freezing of gait symptom 10.1109/TITB.2009.2036165

Activity recognition from on-body sensors by classifier fusion: Sensor scalability and robustness 10.1109/ISSNIP.2007.4496857

Performance Analysis of Routing Protocol for Low Power and Lossy Networks (RPL) in Large Scale Networks 10.1109/JIOT.2017.2755980

The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics with Mobile Devices 10.1109/ACCESS.2018.2858933

Summary of the Sussex-Huawei locomotion-transportation recognition challenge 10.1145/3267305.3267519

Deep convolutional and LSTM recurrent neural networks for multimodal wearable activity recognition 10.3390/s16010115

Probing crowd density through smartphones in city-scale mass gatherings 10.1140/epjds17

Exploring the acceptability of google glass as an everyday assistive device for people with Parkinson's 10.1145/2556288.2557092

Feature learning for detection and prediction of freezing of gait in Parkinson's disease 10.1007/978-3-642-39712-7_11

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition 10.1016/j.patrec.2012.12.014

ActionSLAM: Using location-related actions as landmarks in pedestrian SLAM 10.1109/IPIN.2012.6418932

Online detection of freezing of gait with smartphones and machine learning techniques 10.4108/icst.pervasivehealth.2012.248680

Activity recognition from on-body sensors: Accuracy-power trade-off by dynamic sensor selection 10.1007/978-3-540-77690-1_2

Shapesense3D - Textile-sensing and reconstruction of body geometries 10.1145/3341162.3343846

Flexible temperature sensor integration into e-textiles using different industrial yarn fabrication processes 10.3390/s20010073

Multimodal fusion of IMUs and EPS body-worn sensors for scratch recognition 10.1145/3421937.3421987

Electric field phase sensing for wearable orientation and localisation applications 10.1145/2971763.2971774

Wearable electric potential sensing: A new modality sensing hair touch and restless leg movement 10.1145/2968219.2968286

WLCSSLearn: Learning algorithm for template matching-based gesture recognition systems 10.1109/ICIEV.2019.8858539

Demo: Complex human gestures encoding from wearable inertial sensors for activity recognition 10.5555/3234847.3234883

Beach volleyball serve type recognition 10.1145/2971763.2971781

Limited-memory warping LCSS for real-time low-power pattern recognition in wireless nodes 10.1007/978-3-319-15582-1_10

Lessons from hands-free data entry in flexible cystoscopy with Glass for future smart assistance 10.1007/978-3-030-25590-9

Towards the correlation between human hydration and the electrical activity of the heart using Electric Potential Sensors 10.1109/SAS.2015.7133644

Recognition of crowd behavior from mobile sensors with pattern analysis and graph clustering methods 10.3934/nhm.2011.6.521

Wearable activity tracking in car manufacturing 10.1109/MPRV.2008.40

Effect of movements on the electrodermal response after a startle event 10.3414/ME9108

Effect of movements on the electrodermal response after a startle event 10.1109/PCTHEALTH.2008.4571101

EyeMote - Towards context-aware gaming using eye movements recorded from wearable electrooculography 10.1007/978-3-540-88322-7_4

Modeling service-oriented context processing in dynamic body area networks 10.1109/JSAC.2009.090106

Fusion of string-matched templates for continuous activity recognition 10.1109/ISWC.2007.4373775

Adaptation of hybrid human-computer interaction systems using EEG error-related potentials 10.1109/IEMBS.2010.5627376

What's in the eyes for context-awareness? 10.1109/MPRV.2010.49

Wearable computing 10.1109/MRA.2011.940992

User acceptance study of a mobile system for assistance during emergency situations at large-scale events 10.1109/HUMANCOM.2010.5563347

Prototyping with a bio-inspired reconfigurable chip 10.1109/IWRSP.2004.1311123

On the use of brain decoded signals for online user adaptive gesture recognition systems 10.1007/978-3-642-12654-3_25

Evolving discriminative features robust to sensor displacement for activity recognition in body area sensor networks 10.1109/ISSNIP.2009.5416810

An educational and research kit for activity and context recognition from on-body sensors 10.1109/BSN.2010.35

Quantifying gait similarity: User authentication and real-world challenge 10.1007/978-3-642-01793-3_105

Organizing context information processing in dynamic wireless sensor networks 10.1109/ISSNIP.2007.4496821

Wearable EOG goggles: Seamless sensing and context-awareness in everyday environments 10.3233/AIS-2009-0020

Decentralized detection of group formations from wearable acceleration sensors 10.1109/CSE.2009.199

Recognition of hearing needs from body and eye movements to improve hearing instruments 10.1007/978-3-642-21726-5_20

Recognition of visual memory recall processes using eye movement analysis 10.1145/2030112.2030172

Towards an online detection of pedestrian flocks in urban canyons by smoothed spatio-temporal clustering of GPS trajectories 10.1145/2063212.2063220

Design of a bilateral vibrotactile feedback system for lateralization 10.1145/2049536.2049583

Benchmarking classification techniques using the opportunity human activity dataset 10.1109/ICSMC.2011.6083628

Collection and curation of a large reference dataset for activity recognition 10.1109/ICSMC.2011.6083638

Real-time detection and recommendation of thermal spots by sensing collective behaviors in paragliding 10.1145/2030066.2030070

Titan: An enabling framework for activity-aware pervasive apps in opportunistic personal area networks 10.1155/2011/172831

Rapid prototyping of smart garments for activity-aware applications 10.3233/AIS-2009-0015

A wearable, ambient sound-based approach for infrastructureless fuzzy proximity estimation 10.1109/ISWC.2010.5665863

On-body sensing: From gesture-based input to activity-driven interaction 10.1109/MC.2010.294

Towards multi-modal context recognition for hearing instruments 10.1109/ISWC.2010.5665855

It's in your eyes: Towards context-awareness and mobile HCI using wearable EOG goggles 10.1145/1409635.1409647

Scenario based modeling for very large scale simulations 10.1109/DS-RT.2010.20

Incremental kNN classifier exploiting correct-error teacher for activity recognition 10.1109/ICMLA.2010.72

Wearable assistant for load monitoring: Recognition of on-body load placement from gait alterations 10.4108/ICST.PERVASIVEHEALTH2010.8894

A wearable system to assist walking of parkinsońs disease patients benefits and challenges of context-triggered acoustic cueing 10.3414/ME09-02-0003

Identifying important action primitives for high level activity recognition 10.1007/978-3-642-16982-3_12

OPPORTUNITY: Towards opportunistic activity and context recognition systems 10.1109/WOWMOM.2009.5282442

Mapping by seeing - Wearable vision-based dead-reckoning, and closing the loop 10.1007/978-3-540-75696-5_2

Unsupervised classifier self-calibration through repeated context occurences: Is there robustness against sensor displacement to gain? 10.1109/ISWC.2009.12

Evolving genetic regulatory networks for hardware fault tolerance 10.1007/978-3-540-30217-9_57

Multi-cellular development: Is there scalability and robustness to gain? 10.1007/978-3-540-30217-9_40

Evolutionary morphogenesis for multi-cellular systems 10.1007/s10710-006-9019-1

Parkinson's disease patients' perspective on context aware wearable technology for auditive assistance 10.4108/ICST.PERVASIVEHEALTH2009.6001

Wearable EOG goggles: Eye-based interaction in everyday environments 10.1145/1520340.1520468

Towards an interactive snowboarding assistance system 10.1109/ISWC.2009.30

Evolution of embodied intelligence 10.1007/978-3-540-27833-7_23

Titan: A tiny task network for dynamically reconfigurable heterogeneous sensor networks 10.1007/978-3-540-69962-0_11

Time-lag method for detecting following and leadership behavior of pedestrians from mobile sensing data 10.1109/PerCom.2013.6526714

Using mobile technology and a participatory sensing approach for crowd monitoring and management during large-scale mass gatherings 10.1007/978-3-642-36614-7_4

Design of an ecology of activity-aware cells in ambient intelligence environments 10.3182/20120905-3-HR-2030.00181

Ear-worn reference data collection and annotation for multimodal context-aware hearing instruments. 10.1109/EMBC.2012.6346464

Analyzing the impact of different action primitives in designing high-level human activity recognition systems 10.3233/AIS-130223

Robust activity recognition combining anomaly detection and classifier retraining 10.1109/BSN.2013.6575491

Network-level power-performance trade-off in wearable activity recognition: A dynamic sensor selection approach 10.1145/2345770.2345781

Opportunistic human activity and context recognition 10.1109/MC.2012.393

DactyLoc: A minimally geo-referenced WiFi+GSM-fingerprint-based localization method for positioning in urban spaces 10.1109/IPIN.2012.6418923

Improving online gesture recognition with template matching methods in accelerometer data 10.1109/ISDA.2012.6416645

Design of a multimodal hearing system 10.2298/CSIS120423012T

The adARC pattern analysis architecture for adaptive human activity recognition systems 10.1007/s12652-011-0064-0

Engineers meet clinicians: Augmenting parkinson's disease patients to gather information for gait rehabilitation 10.1145/2459236.2459257

Tagging human activities in video by crowdsourcing 10.1145/2461466.2461508

Context cells: Towards lifelong learning in activity recognition systems 10.1007/978-3-642-04471-7_10

Bringing quality of context into wearable human activity recognition systems 10.1007/978-3-642-04559-2_15

Activity recognition in opportunistic sensor environments 10.1016/j.procs.2011.09.003

Mobile sensing of pedestrian flocks in indoor environments using WiFi signals 10.1109/PerCom.2012.6199854

Improving game accessibility with vibrotactile-enhanced hearing instruments 10.1007/978-3-642-31522-0_70

Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities 10.1109/ISWC.2012.17

Inferring crowd conditions from pedestrians' location traces for real-time crowd monitoring during city-scale mass gatherings 10.1109/WETICE.2012.26

Detecting pedestrian flocks by fusion of multi-modal sensors in mobile phones 10.1145/2370216.2370256

Automatic power-off for binaural hearing instruments 10.1007/978-3-642-34898-3_35

SMASH: A distributed sensing and processing garment for the classification of upper body postures 10.4108/ICST.BODYNETS2008.2955

Online detection of freezing of gait in Parkinson's disease patients: A performance characterization 10.4108/ICST.BODYNETS2009.5852

Bilateral vibrotactile feedback patterns for accurate lateralization in Hearing Instrument body area networks 10.4108/icst.bodynets.2011.246910

Identification of relevant multimodal cues to enhance context-aware hearing instruments 10.4108/icst.bodynets.2011.246911

Theme issue from ISWC 2013 10.1007/s00779-014-0814-z

Hardware spiking neural network with run-time reconfigurable connectivity in an autonomous robot 10.1109/EH.2003.1217666

A morphogenetic evolutionary system: Phylogenesis of the poetic circuit 10.1007/3-540-36553-2_14

Ontogenetic development and fault tolerance in the POEtic tissue 10.1007/3-540-36553-2_13

CoenoSense: A framework for real-time detection and visualization of collective behaviors in human crowds by tracking mobile devices 10.1007/978-3-319-00395-5_46

ActionSLAM on a smartphone: At-home tracking with a fully wearable system 10.1109/IPIN.2013.6817874

Signal processing technologies for activity-aware smart textiles 10.1533/9780857093530.2.329

Exploration of head gesture control for hearing instruments 10.1504/IJAHUC.2014.064858

Gestures are Strings: Efficient online gesture spotting and classification using string matching 10.4108/bodynets.2007.143

Real time gesture recognition using Continuous Time Recurrent Neural Networks 10.4108/bodynets.2007.149

On-body activity recognition in a dynamic sensor network 10.4108/bodynets.2007.114

Service discovery and composition in body area networks 10.4108/ICST.BODYNETS2008.2951

Automatic correction of annotation boundaries in activity datasets by class separation maximization 10.1145/2494091.2495988

Improved actionSLAM for long-term indoor tracking with wearable motion sensors 10.1145/2493988.2494328

Chairs' summary/proposal for international workshop on human activity sensing corpus and its application (HASCA2013) 10.1145/2494091.2495992

Incorporating the rehabilitation of parkinson's disease in the play for health platform using a body area network 10.1007/978-3-319-00846-2_366

ISWC 2013 - Wearables Are Here to Stay 10.1109/MPRV.2014.11

5th Int. Workshop on human activity sensing corpus and applications (HASCA): Towards open-ended context awareness 10.1145/3123024.3124410

International workshop on human activity sensing corpus and its application (HASCA2015) 10.1145/2800835.2801621

Benchmarking deep classifiers on mobile devices for vision-based transportation recognition 10.1145/3341162.3344849

Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019 10.1145/3341162.3344872

WLCSSCUDA: A CUDA accelerated template matching method for gesture recognition 10.1145/3341163.3347718

A case study for human gesture recognition from poorly annotated data 10.1145/3267305.3267508

Human and machine recognition of transportation modes from body-worn camera images 10.1109/ICIEV.2019.8858537

Sound-based Transportation Mode Recognition with Smartphones 10.1109/ICASSP.2019.8682917

Benchmarking the SHL recognition challenge with classical and deep-learning pipelines 10.1145/3267305.3267531

Poster abstract: A versatile annotated dataset for multimodal locomotion analytics with mobile devices 10.1145/3131672.3136976

Poster abstract: High reliability android application for multidevice multimodal mobile data acquisition and annotation 10.1145/3131672.3136977

Unsupervised online activity discovery using temporal behaviour assumption 10.1145/3123021.3123044

Using wearable inertial sensors to compare different versions of the dual task paradigm during walking 10.1145/3121283.3121285

4th workshop on human activity sensing corpus and applications: Towards open-ended context awareness 10.1145/2968219.2968294

Exploring human activity annotation using a privacy preserving 3D model 10.1145/2968219.2968290

Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations 10.1145/2971763.2971764

Exploring Glass as a novel method for hands-free data entry in flexible cystoscopy 10.1145/2971648.2971671

3D ActionSLAM: Wearable person tracking in multi-floor environments 10.1007/s00779-014-0815-y

S-smart: A unified Bayesian framework for simultaneous semantic mapping, activity recognition, and tracking 10.1145/2824286

On strategies for budget-based online annotation in human activity recognition 10.1145/2638728.2641300

International workshop on human activity sensing corpus and its application (HASCA2014) 10.1145/2638728.2641314

Transportation Mode Recognition Fusing Wearable Motion, Sound, and Vision Sensors 10.1109/JSEN.2020.2987306

Message from the program chairs 10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00019

Deep Convolutional Feature Transfer Across Mobile Activity Recognition Domains, Sensor Modalities and Locations 10.1145/2971767.2971764

Improving Smartphone-Based Transport Mode Recognition Using Generative Adversarial Networks 10.1007/978-981-15-8944-7_5

Smartphone location identification and transport mode recognition using an ensemble of generative adversarial networks 10.1145/3410530.3414353

CausalBatch: Solving complexity/performance tradeoffs for deep convolutional and LSTM networks for wearable activity recognition 10.1145/3410530.3414365

Summary of the sussex-huawei locomotion-transportation recognition challenge 2020 10.1145/3410530.3414341

ARM cortex M4-based extensible multimodal wearable platform for sensor research and context sensing from motion & sound 10.1145/3410530.3414368

Mapping Vicon Motion Tracking to 6-Axis IMU Data for Wearable Activity Recognition 10.1007/978-981-15-8944-7_1

Coco Stretch: Strain Sensors Based on Natural Coconut Oil and Carbon Black Filled Elastomers 10.1002/admt.202000780

Copper wire based electrical contacts for direct interfacing of stretchable sensors 10.1109/SENSORS47125.2020.9278749

Evaluation of a Pseudo Zero-Potential Flexible Readout Circuit for Resistive Sensor Matrixes 10.1109/FLEPS49123.2020.9239450

Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning 10.1007/s11063-021-10468-z

Preface 10.1016/S1874-6047(15)00040-2

Inferring complex textile shape from an integrated carbon black-infused ecoflex-based bend and stretch sensor array 10.1145/1122445.1122456

Soft gel-free ECG electrodes based on biocompatible coconut-oil and carbon black 10.1109/FLEPS51544.2021.9469731

Fast deep neural architecture search for wearable activity recognition by early prediction of converged performance 10.1145/3460421.3478813

Detecting Freezing of Gait with earables trained from VR motion capture data 10.1145/3460421.3478821

Three-Year Review of the 2018–2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile Sensors 10.3389/fcomp.2021.713719

Jose del R. Millan

Millan Jose del R.

ORCID: 0000-0001-5819-1522

http://cnbi.epfl.ch

Single trial prediction of self-paced reaching directions from EEG signals 10.3389/fnins.2014.00222

The use of intracranial recordings to decode human language: Challenges and opportunities 10.1016/j.bandl.2016.06.003

A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers 10.1016/j.robot.2016.10.005

Action Monitoring Cortical Activity Coupled to Submovements 10.1523/ENEURO.0241-17.2017

Freeing the visual channel by exploiting vibrotactile BCI feedback 10.1109/EMBC.2013.6610195

A hybrid BCI for enhanced control of a telepresence robot 10.1109/EMBC.2013.6610196

Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces 10.1109/IEMBS.2011.6091572

Towards noninvasive hybrid brain-computer interfaces: Framework, practice, clinical application, and beyond 10.1109/JPROC.2015.2411333

Harnessing Prefrontal Cognitive Signals for Brain–Machine Interfaces 10.1016/j.tibtech.2017.03.008

Towards independence: A BCI telepresence robot for people with severe motor disabilities 10.1109/JPROC.2015.2419736

Errare machinale est: The use of error-related potentials in brain-machine interfaces 10.3389/fnins.2014.00208

Corticospinal neuroprostheses to restore locomotion after spinal cord injury 10.1016/j.neures.2013.10.001

Context-aware adaptive spelling in motor imagery BCI 10.1088/1741-2560/13/3/036018

Quantification and reduction of visual load during BCI operation 10.1109/smc.2014.6974352

Electrically Assisted Movement Therapy in Chronic Stroke Patients With Severe Upper Limb Paresis: A Pilot, Single-Blind, Randomized Crossover Study 10.1016/j.apmr.2017.02.020

Brain-actuated gait trainer with visual and proprioceptive feedback 10.1088/1741-2552/aa7df9

Single trial analysis of slow cortical potentials: A study on anticipation related potentials 10.1088/1741-2560/10/3/036014

Reinforcement learning of goal-directed obstacle-avoiding reaction strategies in an autonomous mobile robot 10.1016/0921-8890(95)00021-7

BMI: Lessons from tests with impaired users 10.1109/iww-BCI.2014.6782550

Ensemble creation and reconfiguration for activity recognition: An information theoretic approach 10.1109/ICSMC.2011.6084090

Detection of movement related cortical potential: Effects of causal vs. non-causal processing 10.1109/EMBC.2016.7592029

Long-Term Stable Control of Motor-Imagery BCI by a Locked-In User Through Adaptive Assistance 10.1109/TNSRE.2016.2645681

Classification of upper limb center-out reaching tasks by means of EEG-based continuous decoding techniques 10.1186/s12984-017-0219-0

A local neural classifier for the recognition of EEG patterns associated to mental tasks 10.1109/TNN.2002.1000132

Brain-controlled devices: The perception-action closed loop 10.1109/IWW-BCI.2016.7457451

Brain-controlled telepresence robot by motor-disabled people 10.1109/IEMBS.2011.6091049

Subject-oriented training for motor imagery brain-computer interfaces 10.1109/EMBC.2014.6943826

Phase-based features for motor imagery brain-computer interfaces 10.1109/IEMBS.2011.6090712

On the use of brain decoded signals for online user adaptive gesture recognition systems 10.1007/978-3-642-12654-3_25

Decoding fast-paced error-related potentials in monitoring protocols 10.1109/EMBC.2015.7318560

Neural networks for robust classification of mental tasks 10.1109/IEMBS.2000.897996

Detecting intention to grasp during reaching movements from EEG 10.1109/EMBC.2015.7318561

Superposition model for Steady State Visually Evoked Potentials 10.1109/SMC.2016.7844937

Detecting and rectifying anomalies in body sensor networks 10.1109/BSN.2011.34

Brain-computer interfaces and visual activity 10.4018/978-1-4666-4422-9.ch081

Robust activity recognition combining anomaly detection and classifier retraining 10.1109/BSN.2013.6575491

Endogenous control of powered lower-limb exoskeleton 10.1007/978-3-319-46532-6_19

Tools for brain-computer interaction: A general concept for a hybrid BCI 10.3389/fninf.2011.00030

Dynamic quantification of activity recognition capabilities in opportunistic systems 10.1109/VETECS.2011.5956356

Word pair classification during imagined speech using direct brain recordings 10.1038/srep25803

Action prediction based on anticipatory brain potentials during simulated driving 10.1088/1741-2560/12/6/066006

Collecting complex activity datasets in highly rich networked sensor environments 10.1109/INSS.2010.5573462

OPPORTUNITY: Towards opportunistic activity and context recognition systems 10.1109/WOWMOM.2009.5282442

Control strategies for active lower extremity prosthetics and orthotics: A review 10.1186/1743-0003-12-1

Brain-Computer Interfaces 10.1002/9781118628522.ch12

Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials 10.1007/s11036-017-0942-6

Transferring brain-computer interfaces beyond the laboratory: Successful application control for motor-disabled users 10.1016/j.artmed.2013.08.004

Anticipation- and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback 10.1109/EMBC.2012.6347537

The effect of multimodal and enriched feedback on SMR-BCI performance 10.1016/j.clinph.2015.06.004

The birth of the brain-controlled wheelchair 10.1109/IROS.2012.6386299

Stream fusion for multi-stream automatic speech recognition 10.1007/s10772-016-9357-1

Improving Skills and Perception in Robot Navigation by an Augmented Virtuality Assistance System 10.1007/s10846-014-0038-5

An online EEG BCI based on covert visuospatial attention in absence of exogenous stimulation 10.1088/1741-2560/10/5/056007

Modular organization of reaching and grasping movements investigated using EEG microstates 10.1109/EMBC.2014.6944029

Adaptive brain interfaces 10.1007/BFb0100488

Brain-Machine Interfaces 10.1016/B978-0-12-398358-9.00063-X

Quantifying electrode reliability during brain-computer interface operation 10.1109/TBME.2014.2366554

Adaptive brain interfaces-ABI: Simple features, simple neural network, complex brain-actuated devices 10.1109/ICDSP.2002.1027891

Adaptive Assistance for Brain-Computer Interfaces by Online Prediction of Command Reliability 10.1109/MCI.2015.2501550

Foreword 10.1002/9781119332428.fmatter

Prediction of command delivery time for BCI 10.1109/smc.2014.6974127

Making the most of context-awareness in brain-computer interfaces 10.1109/CYBConf.2013.6617459

An EEG-based brain-computer interface for gait training 10.1109/CCDC.2017.7978394

The plurality of human brain-computer interfacing [scanning the issue] 10.1109/JPROC.2015.2425835

Clinical evaluation of BrainTree, a motor imagery hybrid BCI speller 10.1088/1741-2560/11/3/036003

Personalized neuroprosthetics 10.1126/scitranslmed.3005968

Steering timing prediction in a driving simulator task 10.1109/EMBC.2013.6611147

Single trial recognition of anticipatory slow cortical potentials: The role of spatio-spectral filtering 10.1109/NER.2011.5910573

Modulation of the inter-hemispheric asymmetry of motor-related brain activity using brain-computer interfaces 10.1109/EMBC.2015.7318857

Brain-computer interfaces and visual activity 10.4018/978-1-61350-098-9.ch012

Cortical current density vs. surface EEG for event-related potential-based Brain-Computer Interface 10.1109/NER.2011.5910578

Latency correction of event-related potentials between different experimental protocols 10.1088/1741-2560/11/3/036005

Evaluating decoding performance of upper limb imagined trajectories during center-out reaching tasks 10.1109/SMC.2016.7844250

Rewards-driven control of robot arm by decoding EEG signals 10.1109/EMBC.2014.6943924

An approach to a phase model for steady state visually evoked potentials 10.1007/978-3-319-46669-9_243

Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels 10.1016/j.neuroimage.2015.07.012

Spatial filters yield stable features for error-related potentials across conditions 10.1109/SMC.2016.7844316

Bayesian plan recognition for brain-computer interfaces 10.1109/ROBOT.2009.5152653

Plug&Play Brain–Computer Interfaces for effective Active and Assisted Living control 10.1007/s11517-016-1596-4

Inferring driver's turning direction through detection of error related brain activity 10.1109/EMBC.2013.6609971

Opportunistic human activity and context recognition 10.1109/MC.2012.393

Teaching brain-machine interfaces as an alternative paradigm to neuroprosthetics control 10.1038/srep13893

Brain-controlled wheelchairs: A robotic architecture 10.1109/MRA.2012.2229936

Brain-computer interaction 10.1145/1166253.1166255

EEG-based decoding of error-related brain activity in a real-world driving task 10.1088/1741-2560/12/6/066028

Brain racers: How paralyzed athletes used a brain-computer interface to win gold at the cyborg olympics 10.1109/MSPEC.2017.8012239

Interaction and evaluation of an augmented virtuality assistance system for teleoperated robots 10.1109/ROSE.2012.6402626

EEG correlates of active visual search during simulated driving: An exploratory study 10.1109/smc.2014.6974355

Brain Correlates of Lane Changing Reaction Time in Simulated Driving 10.1109/SMC.2015.548

Cortical and subcortical mechanisms of brain-machine interfaces 10.1002/hbm.23566

Foreword 10.1002/9781119144977.fmatter

Offline decoding of upper limb muscle synergies from EEG slow cortical potentials 10.1109/EMBC.2013.6610320

Context-based filtering for assisted brain-actuated wheelchair driving 10.1155/2007/25130

Behavioral and cortical effects during attention driven brain-computer interface operations in spatial neglect: A feasibility case study 10.3389/fnhum.2017.00336

Combining discriminant and topographic information in BCI: Preliminary results on stroke patients 10.1109/NER.2011.5910544

An Iterative Framework for EEG-based Image Search: Robust Retrieval with Weak Classifiers 10.1371/journal.pone.0072018

tDCS modulates motor imagery-related BCI features 10.1007/978-3-642-34546-3_105

Increasing upper limb training intensity in chronic stroke using embodied virtual reality: a pilot study 10.1186/s12984-017-0328-9

Decoding of Self-paced Lower-Limb Movement Intention: A Case Study on the Influence Factors 10.3389/fnhum.2017.00560

Brain-Computer Interfaces for Post-Stroke Motor Rehabilitation: A Meta-Analysis 10.1101/224618

mano: A Wearable Hand Exoskeleton for Activities of Daily Living and Neurorehabilitation 10.1109/LRA.2017.2771329

Brain-computer interfaces for post-stroke motor rehabilitation: a meta-analysis 10.1002/acn3.544

Decoding Neural Correlates of Cognitive States to Enhance Driving Experience 10.1109/TETCI.2018.2848289

Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke https://doi.org/10.1038/s41467-018-04673-z

The Cybathlon BCI race: Successful longitudinal mutual learning with two tetraplegic users https://doi.org/10.1371/journal.pbio.2003787

Brain-computer interfaces for stroke rehabilitation: summary of the 2016 BCI Meeting in Asilomar 10.1080/2326263X.2018.1493073

EEG-Based Lower-Limb Movement Onset Decoding: Continuous Classification and Asynchronous Detection 10.1109/TNSRE.2018.2855053

Disentangling the origins of confidence in speeded perceptual judgments through multimodal imaging 10.1101/496877

Brain–computer interfaces 10.1142/9781848167490_0003

Neurotechnology-aided interventions for upper limb motor rehabilitation in severe chronic stroke 10.1093/brain/awz181

Combining brain-computer interfaces and assistive technologies: State-of-the-art and challenges 10.3389/fnins.2010.00161

Novice shooters with lower pre-shooting alpha power have better performance during competition in a virtual reality scenario 10.3389/fpsyg.2018.00527

Peri-personal space encoding in patients with disorders of consciousness and cognitive-motor dissociation 10.1016/j.nicl.2019.101940

Cortico-muscular coherence is reduced acutely post-stroke and increases bilaterally during motor recovery: A pilot study 10.3389/fneur.2019.00126

Adaptive brain interfaces 10.1145/636772.636773

Inverse solutions for Brain-Computer Interfaces: Effects of regularisation on localisation and classification 10.1109/SMC.2017.8122612

The Cybathlon BCI race: Successful longitudinal mutual learning with two tetraplegic users 10.1371/journal.pbio.2003787

Inferring subjective preferences on robot trajectories using EEG signals 10.1109/NER.2019.8717025

Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke 10.1038/s41467-018-04673-z

Sensory threshold neuromuscular electrical stimulation fosters motor imagery performance 10.1016/j.neuroimage.2018.04.005

Closed-loop electrical neurostimulation: Challenges and opportunities 10.1016/j.cobme.2018.09.007

Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability 10.1109/EMBC.2018.8512687

Analysis of EEG Correlates of Perceived Difficulty in Dynamically Changing Flying Tasks 10.1109/SMC.2018.00103

Motor Attempt EEG Paradigm as a Diagnostic Tool for Disorders of Consciousness 10.1109/EMBC.2018.8513217

Human EEG reveals distinct neural correlates of power and precision grasping types 10.1016/j.neuroimage.2018.07.055

BNCI Horizon 2020: towards a roadmap for the BCI community 10.1080/2326263X.2015.1008956

Error-related EEG potentials generated during simulated brain-computer interaction 10.1109/TBME.2007.908083

ROS-health: An open-source framework for neurorobotics 10.1109/SIMPAR.2018.8376288

Decoding inner speech using electrocorticography: Progress and challenges toward a speech prosthesis 10.3389/fnins.2018.00422

Invasive or noninvasive: Understanding brain-machine interface technology 10.1109/MEMB.2009.935475

Reliable decoding of motor state transitions during imagined movement 10.1109/NER.2019.8717171

The human-computer connection: An overview of brain-computer interfaces 10.7203/metode.9.12639

EPFL center for neuroprosthetics 10.1109/MEMB.2009.932481

Brain-computer interfacing for intelligent systems 10.1109/MIS.2008.41

EEG topographies provide subject-specific correlates of motor control 10.1038/s41598-017-13482-1

Brain-computer interfaces for space applications 10.1007/s00779-010-0322-8

Real-time EEG Feedback on Alpha Power Lateralization Leads to Behavioral Improvements in a Covert Attention Task 10.1007/s10548-019-00725-9

Editorial overview: New developments in biomedical imaging 10.1016/j.cobme.2017.11.005

Neural encoding of auditory features during music perception and imagery 10.1093/cercor/bhx277

Unsupervised adaptation to on-body sensor displacement in acceleration-based activity recognition 10.1109/ISWC.2011.11

Towards natural non-invasive hand neuroprostheses for daily living 10.1109/IEMBS.2010.5627178

Uncovering EEG Correlates of Covert Attention in Soccer Goalkeepers: Towards Innovative Sport Training Procedures 10.1038/s41598-020-58533-2

The Role of the Control Framework for Continuous Teleoperation of a Brain–Machine Interface-Driven Mobile Robot 10.1109/TRO.2019.2943072

On Error-Related Potentials During Sensorimotor-Based Brain-Computer Interface: Explorations With a Pseudo-Online Brain-Controlled Speller 10.1109/OJEMB.2019.2962879

A brain-actuated wheelchair: Asynchronous and non-invasive Brain-computer interfaces for continuous control of robots 10.1016/j.clinph.2008.06.001

A hybrid brain-computer interface based on the fusion of electroencephalographic and electromyographic activities 10.1088/1741-2560/8/2/025011

Adaptive shared control of a brain-actuated simulated wheelchair 10.1109/ICORR.2007.4428457

Asynchronous BCI and local neural classifiers: An overview of the adaptive brain interface project 10.1109/TNSRE.2003.814435

Brain-coupled interaction for semi-autonomous navigation of an assistive robot 10.1016/j.robot.2010.05.010

Characterizing the EEG Correlates of Exploratory Behavior 10.1109/TNSRE.2008.926712

Comparison of different feature classifiers for brain computer interfaces 10.1109/CNE.2003.1196911

Continuous-action Q-learning 10.1023/A:1017988514716

Fast Recognition of Anticipation-Related Potentials 10.1109/TBME.2008.2005486

High-resolution EEG techniques for brain-computer interface applications 10.1016/j.jneumeth.2007.06.031

Learning From EEG Error-Related Potentials in Noninvasive Brain-Computer Interfaces 10.1109/TNSRE.2010.2053387

Learning of sensor-based arm motions while executing high-level descriptions of tasks 10.1023/A:1008969830273

Linear classification of low-resolution EEG patterns produced by imagined hand movements 10.1109/86.847810

Noninvasive brain-actuated control of a mobile robot by human EEG 10.1109/TBME.2004.827086

Person authentication using brainwaves (EEG) and maximum a posteriori model adaptation 10.1109/TPAMI.2007.1012

Prospects of brain-machine interfaces for space system control 10.1016/j.actaastro.2008.09.008

Rapid, safe, and incremental learning of navigation strategies 10.1109/3477.499792

Recognition of imagined hand surface movements with low resolution surface Laplacian and linear classifiers 10.1016/S1350-4533(01)00049-2

Relevant EEG features for the classification of spontaneous motor-related tasks 10.1007/s004220100282

Robot arm reaching through neural inversions and reinforcement learning 10.1016/s0921-8890(99)00100-1

Temporal Kohonen map and the recurrent self-organizing map: Analytical and experimental comparison 10.1023/A:1011353011837

The BCI competition III: Validating alternative approaches to actual BCI problems 10.1109/TNSRE.2006.875642

The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses 10.1016/j.neuroimage.2012.01.136

Time-dependent approach for single trial classification of covert visuospatial attention 10.1088/1741-2560/9/4/045011

To Err is Human: Learning from Error Potentials in Brain-Computer Interfaces 10.1007/978-1-4020-8387-7_134

Towards a robust BCI: Error potentials and online learning 10.1109/TNSRE.2006.875555

USING MACHINE LEARNING TECHNIQUES IN REAL-WORLD MOBILE ROBOTS 10.1109/64.395353

VALIDATION OF BRAIN-MACHINE INTERFACES DURING PARABOLIC FLIGHT 10.1016/s0074-7742(09)86014-5

Very high frequency oscillations (VHFO) as a predictor of movement intentions 10.1016/j.neuroimage.2006.02.041

Visuo-Spatial Attention Frame Recognition for Brain-Computer Interfaces 10.1007/978-1-4020-8387-7_133

Disentangling the origins of confidence in speeded perceptual judgments through multimodal imaging 10.1073/pnas.1918335117

Spatial covariance improves BCI performance for late ERPs components with high temporal variability 10.1088/1741-2552/ab95eb

Brain-Machine Interfaces: A Tale of Two Learners 10.1109/MSMC.2019.2958200

ROS-neuro: A common middleware for BMI and robotics. the acquisition and recorder packages 10.1109/SMC.2019.8914364

Brain-machine interfaces: The perception-action closed loop: A two-learner system 10.1109/MSMC.2014.2386901

General principles of machine learning for brain-computer interfacing 10.1016/B978-0-444-63934-9.00023-8

Preface 10.1016/B978-0-444-63934-9.09984-4

Brain-computer interfaces: Definitions and principles 10.1016/B978-0-444-63934-9.00002-0

Corrigendum: Word pair classification during imagined speech using direct brain recordings 10.1038/srep44509

Differential contributions of subthalamic beta rhythms and 1/f broadband activity to motor symptoms in Parkinson’s disease 10.1038/s41531-018-0068-y

Context-Aware Learning for Generative Models 10.1109/TNNLS.2020.3011671

User Adaptation to Closed-Loop Decoding of Motor Imagery Termination 10.1109/TBME.2020.3001981

Closed-loop EEG study on visual recognition during driving 10.1088/1741-2552/abdfb2

EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks 10.1109/THMS.2020.3038339

Invariability of EEG error-related potentials during continuous feedback protocols elicited by erroneous actions at predicted or unpredicted states 10.1088/1741-2552/abfa70

A novel tactile stimulation system for BCI feedback 10.1109/IWW-BCI.2013.6506619

Brain-machine interface: Closer to therapeutic reality? 10.1016/S0140-6736(12)62164-3

On-line anomaly detection and resilience in classifier ensembles 10.1016/j.patrec.2013.02.014

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition 10.1016/j.patrec.2012.12.014

Three-dimensional upper limb movement decoding from EEG signals 10.1109/IWW-BCI.2013.6506648

Unsupervised adaptation for acceleration-based activity recognition: Robustness to sensor displacement and rotation 10.1007/s00779-011-0493-y

Detection of anticipatory brain potentials during car driving 10.1109/EMBC.2012.6346802

Detection of self-paced reaching movement intention from EEG signals 10.3389/fneng.2012.00013

EEG-based brain-computer interface to support post-stroke motor rehabilitation of the upper limb 10.1109/EMBC.2012.6346871

Improved recognition of error related potentials through the use of brain connectivity features 10.1109/EMBC.2012.6347541

Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities 10.1109/ISWC.2012.17

Latency correction of error potentials between different experiments reduces calibration time for single-trial classification 10.1109/EMBC.2012.6346667

Online modulation of the level of assistance in shared control systems 10.1109/ICSMC.2012.6378307

Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach 10.1109/ICSMC.2012.6378308

Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG 10.1109/EMBC.2012.6346665

Activity recognition in opportunistic sensor environments 10.1016/j.procs.2011.09.003

Benchmarking classification techniques using the opportunity human activity dataset 10.1109/ICSMC.2011.6083628

Detecting anomalies to improve classification performance in opportunistic sensor networks 10.1109/PERCOMW.2011.5766860

Evaluation of proportional and discrete shared control paradigms for low resolution user inputs 10.1109/ICSMC.2011.6083812

Learning user habits for semi-autonomous navigation using low throughput interfaces 10.1109/ICSMC.2011.6083633

Adaptation of hybrid human-computer interaction systems using EEG error-related potentials 10.1109/IEMBS.2010.5627376

Multimodal fusion of muscle and brain signals for a Hybrid-BCI 10.1109/IEMBS.2010.5626233

On the road to a neuroprosthetic hand: A novel hand grasp orthosis based on Functional Electrical Stimulation 10.1109/IEMBS.2010.5627412

The role of shared-control in BCI-based telepresence 10.1109/ICSMC.2010.5642338

Anticipation based Brain-Computer Interfacing (aBCI) 10.1109/NER.2009.5109332

Asynchronous non-invasive brain-actuated control of an intelligent wheelchair 10.1109/IEMBS.2009.5332828

Discriminative channel selection method for the recognition of anticipation related potentials from CCD estimated cortical activity 10.1109/MLSP.2009.5306216

EEG error-related potentials detection with a Bayesian filter 10.1109/NER.2009.5109393

A comparative psychophysical and EEG study of different feedback modalities for HRI 10.1145/1349822.1349829

Brain-computer interfaces for HCI and games 10.1145/1358628.1358958

Non-invasive brain-machine interaction 10.1142/S0218001408006600

Feature extraction for multi-class BCI using canonical variates analysis 10.1109/WISP.2007.4447615

Non-invasive brain-actuated interaction 10.1007/978-3-540-75555-5_42

Preliminary experimentation on vibrotactile feedback in the context of Mu-rhythm based BCI 10.1109/IEMBS.2007.4353398

Vibrotactile feedback for brain-computer interface operation 10.1155/2007/48937

Non-invasive estimation of local field potentials for neuroprosthesis control 10.1007/s10339-004-0043-x

Brain-actuated interaction 10.1016/j.artint.2004.05.008

On the need for on-line learning in brain-computer interfaces 10.1109/IJCNN.2004.1381116

Efficient learning of variable-resolution cognitive maps for autonomous indoor navigation 10.1109/70.817664

Learning reaching strategies through reinforcement for a sensor-based manipulator 10.1016/S0893-6080(97)00137-8

A reinforcement connectionist approach to robot path finding in non-maze-like environments 10.1007/BF00992702

http://dx.doi.org/10.1023/a:1011353011837

http://dx.doi.org/10.1023/a:1008969830273

http://dx.doi.org/10.1023/a:1017988514716

http://dx.doi.org/10.1023/a:1022684924132

A recurrent self-organizing map for temporal sequence processing http://dx.doi.org/10.1007/bfb0020191

Adaptive brain interfaces http://dx.doi.org/10.1145/636772.636773

Brain-computer interaction http://dx.doi.org/10.1145/1166253.1166255

Brain-Controlled Wheelchairs: A Robotic Architecture http://dx.doi.org/10.1109/mra.2012.2229936

Brain–machine interface: closer to therapeutic reality? http://dx.doi.org/10.1016/s0140-6736(12)62164-3

Combining brain-computer interfaces and assistive technologies: state-of-the-art and challenges http://dx.doi.org/10.3389/fnins.2010.00161

Efficient reinforcement learning of navigation strategies in an autonomous robot http://dx.doi.org/10.1016/b978-044482250-5/50014-1

Opportunistic Human Activity and Context Recognition http://dx.doi.org/10.1109/mc.2012.393

Temporal Processing of Brain Activity for the Recognition of EEG Patterns http://dx.doi.org/10.1007/3-540-46084-5_182

Stopping vs Resting state during motor imagery paradigm 10.1101/2021.06.15.448360

Ricardo Chavarriaga

Chavarriaga Ricardo

ORCID: 0000-0002-8879-2860

http://ricardo.chavarriaga.me