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2018

A chronic implantable EMG recording system with wireless power and data transfer

Dian Sheng Wong, M., Ng, K. A., Nag, S., Jegadeesan, R., Leong, K. W., Ong, L. J., Rusly, A., Alam, M., Gammad, G. G. L., Tsai, C. W., Liu, S. C., Voges, K., Thakor, N. V., Lahiri, A., Libedinsky, C., Xu, Y. P. & Yen, S. C., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

electromyography
Electromyography
Data transfer
recording
rodents

Adaptive closed-loop bladder neuromodulation

Peh, W. Y. X., Raczkowska, M. N., Teh, Y., Alam, M., Thakor, N. V. & Yen, S. C., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p. 8325202

Research output: Chapter in Book/Report/Conference proceedingConference contribution

bladder
urination
Neural prostheses
urine
Rats

A Method for 3D Printing Patient-Specific Prosthetic Arms with High Accuracy Shape and Size

Cabibihan, J. J., Abubasha, M. K. & Thakor, N., Apr 9 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Prosthetics
Printing
Silicones
Tomography
Casting

An Extreme Learning Machine-Based Neuromorphic Tactile Sensing System for Texture Recognition

Rasouli, M., Chen, Y., Basu, A., Kukreja, S. L. & Thakor, N. V., Mar 13 2018, (Accepted/In press) In : IEEE Transactions on Biomedical Circuits and Systems.

Research output: Contribution to journalArticle

Touch
Physiological Pattern Recognition
Touch Perception
Efficiency
Mechanoreceptors

A novel real-time driving fatigue detection system based on wireless dry EEG

Wang, H., Dragomir, A., Abbasi, N. I., Li, J., Thakor, N. V. & Bezerianos, A., Feb 21 2018, (Accepted/In press) In : Cognitive Neurodynamics. p. 1-12 12 p.

Research output: Contribution to journalArticle

Fatigue
Entropy
Mental Fatigue
Wavelet Analysis
Reaction Time

A simultaneous neural recording and stimulation system using signal folding in recording circuits

Chen, Y., Basu, A., Liu, X., Yao, L., Nag, S., Je, M. & Thakor, N., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p. 8325190

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal systems
stimulation
folding
recording
Networks (circuits)

Battery-free neuromodulator for peripheral nerve direct stimulation

Lee, S., Wang, H., Wang, J., Shi, Q., Yen, S. C., Thakor, N. V. & Lee, C., Aug 1 2018, In : Nano Energy. 50, p. 148-158 11 p.

Research output: Contribution to journalArticle

Modulation
Harvesters
Medicine
Muscle
Rats

Batteryless neural interface using triboelectric nanogenerators (TENGs) to enable a self-sustainable platform for neuromodulation

Lee, S., Wang, H., Thakor, N. V., Yen, S. C. & Lee, C., Jul 26 2018, In : Journal of Physics: Conference Series. 1052, 1, 012007.

Research output: Contribution to journalConference article

stimulation
platforms
nerves
Muscle
Rats

Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG

He, J., Zhou, G., Wang, H., Sigalas, E., Thakor, N., Bezerianos, A. & Li, J., Jul 31 2018, 2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018. Institute of Electrical and Electronics Engineers Inc., 8423951

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sleep Stages
Electroencephalography
Adaptive boosting
Power spectral density
Support vector machines

Brain tumors disrupt the resting-state connectome

Hadjiabadi, D. H., Pung, L., Zhang, J., Ward, B. D., Lim, W. T., Kalavar, M., Thakor, N. V., Biswal, B. B. & Pathak, A., Jan 1 2018, In : NeuroImage: Clinical. 18, p. 279-289 11 p.

Research output: Contribution to journalArticle

Connectome
Brain Neoplasms
Magnetic Resonance Imaging
Neoplasms
Brain

Decoding peripheral nerve sensory information with a spiked flexible neural interface

Wang, J., Thow, X. Y., Wang, H., Lee, S., Voges, K., Thakor, N. V., Yen, S. C. & Lee, C., Apr 24 2018, 2018 IEEE Micro Electro Mechanical Systems, MEMS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 182-185 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

nerves
decoding
Decoding
peripheral nervous system
recording

Design and Anchorage Dependence of Shape Memory Alloy Actuators on Enhanced Voiding of a Bladder

Hassani, F. A., Gammad, G. G. L., Mogan, R. P., Ng, T. K., Kuo, T. L. C., Ng, L. G., Luu, P., Thakor, N. V., Yen, S. C. & Lee, C., Jan 1 2018, In : Advanced Materials Technologies. 3, 1, 1700184.

Research output: Contribution to journalArticle

Shape memory effect
Actuators
Energy utilization
Sensors
Anchors

Development of flexible fabric based tactile sensor for closed loop control of soft robotic actuator

Ponraj, G., Kirthika, S. K., Thakor, N. V., Yeow, C. H., Kukreja, S. L. & Ren, H., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1451-1456 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robotics
Actuators
Sensors
Robots
Feedback

Fronto-Parietal Subnetworks Flexibility Compensates For Cognitive Decline Due To Mental Fatigue

Taya, F., Dimitriadis, S. I., Dragomir, A., Lim, J., Sun, Y., Wong, K. F., Thakor, N. V. & Bezerianos, A., Jan 1 2018, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Mental Fatigue
Connectome
Magnetic Resonance Imaging
Aptitude
Brain

Functional connectivity analysis of mental fatigue reveals different network topological alterations between driving and vigilance tasks

Dimitrakopoulos, G. N., Kakkos, I., Dai, Z., Wang, H., Sgarbas, K., Thakor, N. V., Bezerianos, A. & SUN, Y., Jan 11 2018, (Accepted/In press) In : IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Research output: Contribution to journalArticle

Mental Fatigue
Niobium
Electrophysiology
Functional analysis
Biological Science Disciplines

Live demonstration: Targeted transcutaneous electrical nerve stimulation for phantom limb sensory feedback

Osborn, L., Betthauser, J., Kaliki, R. & Thakor, N. V., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensory feedback
sensory feedback
nerves
limbs
stimulation

Live demonstration: Programmable biphasic multi-channel constant current muscle stimulator with wireless power and data transfer

Ong, L. J., Dian Sheng Wong, M., Liu, S. C., Rusly, A., Tsai, C. W., Leong, K. W., Ng, K. A., Jegadeesan, R., Voges, K., Thakor, N. V., Yen, S. C. & Nag, S., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data transfer
muscles
Muscle
Demonstrations
limbs

Modeling task-specific neuronal ensembles improves decoding of grasp

Smith, R. J., Soares, A. B., Rouse, A. G., Schieber, M. H. & Thakor, N. V., Feb 27 2018, In : Journal of Neural Engineering. 15, 3, 036006.

Research output: Contribution to journalArticle

Hand Strength
Decoding
Aptitude
Motor Cortex
Neural Prostheses

Molecular Engineering of Photoacoustic Performance by Chalcogenide Variation in Conjugated Polymer Nanoparticles for Brain Vascular Imaging

Liu, J., Cai, X., Pan, H. C., Bandla, A., Chuan, C. K., Wang, S., Thakor, N. V., Liao, L. D. & Liu, B., Jan 1 2018, (Accepted/In press) In : Small.

Research output: Contribution to journalArticle

Photoacoustic effect
Conjugated polymers
Neuroimaging
Nanoparticles
Blood Vessels

Novel neurostimulation of autonomic pelvic nerves overcomes Bladder-sphincter dyssynergia

Peh, W. Y. X., Mogan, R., Thow, X. Y., Chua, S. M., Rusly, A., Thakor, N. V. & Yen, S. C., Mar 21 2018, In : Frontiers in Neuroscience. 12, MAR, 186.

Research output: Contribution to journalArticle

Autonomic Pathways
Ataxia
Urinary Bladder
Urethra
Afferent Pathways

Pareto-front analysis of a monotonie PI control law for slip suppression in a robotic manipulator

Prach, A., Cabibihan, J. J., Thakor, N. V. & Bernstein, D. S., Mar 23 2018, 2017 IEEE International Conference on Robotics and Biomimetics, ROBIO 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 2728-2733 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robotic Manipulator
Pareto Front
Slip
Manipulators
Robotics

Photoacoustic and Magnetic Resonance Imaging Bimodal Contrast Agent Displaying Amplified Photoacoustic Signal

Duan, Y., Xu, Y., Mao, D., Liew, W. H., Guo, B., Wang, S., Cai, X., Thakor, N. V., Yao, K., Zhang, C. J. & Liu, B., Jan 1 2018, (Accepted/In press) In : Small.

Research output: Contribution to journalArticle

Photoacoustic effect
Contrast Media
Polymers
Conjugated polymers
Magnetic Resonance Imaging

Polymer-based composites by electrospinning: Preparation & functionalization with nanocarbons

Lee, J. K. Y., Chen, N., Peng, S., Li, L., Tian, L., Thakor, N. & Ramakrishna, S., Nov 1 2018, In : Progress in Polymer Science. 86, p. 40-84 45 p.

Research output: Contribution to journalReview article

Electrospinning
Nanocomposites
nanocomposites
Nanofibers
Polymers

Single-finger Neural Basis Information-based Neural Decoder (nBINDER) for Multi-finger Movements

Choi, H., You, K. J., Thakor, N. V., Schieber, M. H. & Shin, H. C., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Research output: Contribution to journalArticle

Fingers
Decoding
Neurons
Cluster analysis
Probability distributions

Spatio-spectral Representation Learning for Electroencephalographic Gait-Pattern Classification

Goh, S. K., Abbass, H. A., Tan, K. C., Al-Mamun, A., Thakor, N., Bezerianos, A. & Li, J., Aug 7 2018, (Accepted/In press) In : IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Research output: Contribution to journalArticle

Electroencephalography
Gait
Walking
Pattern recognition
Learning

The Microbead: A Highly Miniaturized Wirelessly Powered Implantable Neural Stimulating System

Khalifa, A., Karimi, Y., Wang, Q., Garikapati, S., Montlouis, W., Stanacevic, M., Thakor, N. V. & Etienne-Cummings, R., Mar 14 2018, (Accepted/In press) In : IEEE Transactions on Biomedical Circuits and Systems.

Research output: Contribution to journalArticle

Electrical engineering
Neurons
Rats
Transmitters
Brain

Therapeutic hypothermia promotes cerebral blood flow recovery and brain homeostasis after resuscitation from cardiac arrest in a rat model

Wang, Q., Miao, P., Modi, H. R., Garikapati, S., Koehler, R. C. & Thakor, N. V., Jan 1 2018, (Accepted/In press) In : Journal of Cerebral Blood Flow and Metabolism.

Research output: Contribution to journalArticle

Cerebrovascular Circulation
Induced Hypothermia
Heart Arrest
Resuscitation
Homeostasis

Topological Changes in the Brain Network Induced by the Training on a Piloting Task: An EEG-Based Functional Connectome Approach

Taya, F., Sun, Y., Babiloni, F., Thakor, N. V. & Bezerianos, A., Feb 1 2018, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 2, p. 263-271 9 p., 7493661.

Research output: Contribution to journalArticle

Connectome
Electroencephalography
Brain
Efficiency
Task Performance and Analysis

Toward Self-Control Systems for Neurogenic Underactive Bladder: A Triboelectric Nanogenerator Sensor Integrated with a Bistable Micro-Actuator

Arab Hassani, F., Mogan, R. P., Gammad, G. G. L., Wang, H., Yen, S. C., Thakor, N. V. & Lee, C., Apr 24 2018, In : ACS Nano. 12, 4, p. 3487-3501 15 p.

Research output: Contribution to journalArticle

Rhenium compounds
Xerogels
bladder
Actuators
actuators

Unilateral Exoskeleton Imposes Significantly Different Hemispherical Effect in Parietooccipital Region, but Not in Other Regions

Li, J., Thakor, N. & Bezerianos, A., Dec 1 2018, In : Scientific Reports. 8, 1, 13470.

Research output: Contribution to journalArticle

Walking
Brain
Electroencephalography
Lower Extremity
Healthy Volunteers
2017

A bidirectional soft pneumatic fabric-based actuator for grasping applications

Low, J. H., Cheng, N., Khin, P. M., Thakor, N. V., Kukreja, S. L., Ren, H. L. & Yeow, C. H., Dec 13 2017, IROS 2017 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-September. p. 1180-1186 7 p. 8202290

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Intelligent robots
Textile fibers
Grippers
Silicones

A CMOS Current Steering Neurostimulation Array With Integrated DAC Calibration and Charge Balancing

Greenwald, E., Maier, C., Wang, Q., Beaulieu, R., Etienne-Cummings, R., Cauwenberghs, G. & Thakor, N., Jan 16 2017, (Accepted/In press) In : IEEE Transactions on Biomedical Circuits and Systems.

Research output: Contribution to journalArticle

Calibration
Electrodes
Rats
Tissue

A Highly Selective 3D Spiked Ultraflexible Neural (SUN) Interface for Decoding Peripheral Nerve Sensory Information

Wang, J., Thow, X. Y., Wang, H., Lee, S., Voges, K., Thakor, N. V., Yen, S. C. & Lee, C., Jan 1 2017, (Accepted/In press) In : Advanced healthcare materials.

Research output: Contribution to journalArticle

Flexible electronics
Mechanoreceptors
Peripheral Nervous System
Touch
Biocompatible Materials

A mental fatigue index based on regression using mulitband EEG features with application in simulated driving

Dimitrakopoulos, G. N., Kakkos, I., Thakor, N. V., Bezerianos, A. & Sun, Y., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3220-3223 4 p. 8037542

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mental Fatigue
Electroencephalography
Fatigue
Fatigue of materials
Electrodes

A new perspective for the training assessment: Machine learning-based neurometric for augmented user's evaluation

Borghini, G., Aricò, P., Di Flumeri, G., Sciaraffa, N., Colosimo, A., Herrero, M. T., Bezerianos, A., Thakor, N. V. & Babiloni, F., Jun 13 2017, In : Frontiers in Neuroscience. 11, JUN, 325.

Research output: Contribution to journalArticle

Electroencephalography
Emergencies
Air
Economics
Learning

A new perspective of noise removal from EEG

Li, J., Li, C., Thakor, N., Cichocki, A. & Bezerianos, A., Aug 10 2017, 8th International IEEE EMBS Conference on Neural Engineering, NER 2017. IEEE Computer Society, p. 501-504 4 p. 8008399

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Feature extraction
Signal to noise ratio
Signal processing
Electrodes

A saccade based framework for real-time motion segmentation using event based vision sensors

Mishra, A., Ghosh, R., Principe, J. C., Thakor, N. V. & Kukreja, S. L., Mar 3 2017, In : Frontiers in Neuroscience. 11, MAR, 83.

Research output: Contribution to journalArticle

Saccades
Robotics
Equipment and Supplies

Brain interaction during cooperation: Evaluating local properties of multiple-brain network

Sciaraffa, N., Borghini, G., Aricò, P., Di Flumeri, G., Colosimo, A., Bezerianos, A., Thakor, N. V. & Babiloni, F., Jul 21 2017, In : Brain Sciences. 7, 7, 90.

Research output: Contribution to journalArticle

Workload
Brain
Cluster Analysis
Ataxia
Human Activities

Chronic wide-field imaging of brain hemodynamics in behaving animals

Miao, P., Zhang, L., Li, M., Zhang, Y., Feng, S., Wang, Q. & Thakor, N. V., Jan 1 2017, In : Biomedical Optics Express. 8, 1, p. 436-445 10 p., #276235.

Research output: Contribution to journalArticle

Cerebrovascular Circulation
hemodynamics
blood flow
Neuroimaging
brain

Combining neural electrodes and triboelectric nanogenerators (TENGS) to enable a self-sustainable platform for neuromodulation

Lee, S., Wang, H., Shi, Q., Wang, J., He, T., Wu, H., Thakor, N. V., Yen, S. C. & Lee, C., Jul 26 2017, TRANSDUCERS 2017 - 19th International Conference on Solid-State Sensors, Actuators and Microsystems. Institute of Electrical and Electronics Engineers Inc., p. 1808-1811 4 p. 7994420

Research output: Chapter in Book/Report/Conference proceedingConference contribution

nerves
rats
Rats
platforms
Slings

Connectome pattern alterations with increment of mental fatigue in one-hour driving simulation

Chua, B. L., Dai, Z., Thakor, N., Bezerianos, A. & Sun, Y., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4355-4358 4 p. 8037820

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Connectome
Mental Fatigue
Graph theory
Fatigue of materials
Cluster Analysis

Decoding kinematics using task-independent movement-phase-specific encoding models

Sumsky, S. L., Schieber, M. H., Thakor, N. V., Sarma, S. V. & Santaniello, S., Nov 1 2017, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 25, 11, p. 2122-2132 11 p., 7935497.

Research output: Contribution to journalArticle

Biomechanical Phenomena
Decoding
Kinematics
Phase Transition
Motor Cortex

Development of battery-free neural interface and modulated control of tibialis anterior muscle via common peroneal nerve based on triboelectric nanogenerators (TENGs)

Lee, S., Wang, H., Shi, Q., Dhakar, L., Wang, J., Thakor, N. V., Yen, S. C. & Lee, C., Mar 1 2017, In : Nano Energy. 33, p. 1-11 11 p.

Research output: Contribution to journalArticle

Muscle
Slings
Sensors
pH sensors
Flexible electronics

Discrimination of dynamic tactile contact by temporally precise event sensing in spiking neuromorphic networks

Lee, W. W., Kukreja, S. L. & Thakor, N. V., 2017, In : Frontiers in Neuroscience. 11, JAN, 5.

Research output: Contribution to journalArticle

Touch
Robotics
Neurosciences
Libraries
Communication

Dynamic Functional Segregation and Integration in Human Brain Network during Complex Tasks

Ren, S., Li, J., Taya, F., DeSouza, J., Thakor, N. V. & Bezerianos, A., Jun 1 2017, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 25, 6, p. 547-556 10 p.

Research output: Contribution to journalArticle

Complex networks
Brain
Brain models
Network layers
Graph theory

EEG Classification with a Sequential Decision-Making Method in Motor Imagery BCI

Liu, R., Wang, Y., Newman, G. I., Thakor, N. V. & Ying, S., Dec 1 2017, In : International Journal of Neural Systems. 27, 8, 1750046.

Research output: Contribution to journalArticle

Brain computer interface
Electroencephalography
Classifiers
Decision making
Wheelchairs

Eeg cortical connectivity analysis of working memory reveals topological reorganization in theta and alpha bands

Dai, Z., De Souza, J., Lim, J., Ho, P. M., Chen, Y., Li, J., Thakor, N. V., Bezerianos, A. & Sun, Y., May 12 2017, In : Frontiers in Human Neuroscience. 11, 237.

Research output: Contribution to journalArticle

Short-Term Memory
Brain
Occipital Lobe
Task Performance and Analysis
Frontal Lobe

Enhanced near-infrared photoacoustic imaging of silica-coated rare-earth doped nanoparticles

Sheng, Y., Liao, L. D., Bandla, A., Liu, Y. H., Yuan, J., Thakor, N. & Tan, M. C., Jan 1 2017, In : Materials Science and Engineering C. 70, p. 340-346 7 p.

Research output: Contribution to journalArticle

Photoacoustic effect
Silicon Dioxide
Rare earths
rare earth elements
Silica

Graph theoretical analysis of EEG functional network during multi-workload flight simulation experiment in virtual reality environment

Zhang, S., Zhang, Y., Sun, Y., Thakor, N. V. & Bezerianos, A., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3957-3960 4 p. 8037722

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Workload
Virtual reality
Experiments
Graph theory

How the workload impacts on cognitive cooperation: A pilot study

Sciaraffa, N., Borghini, G., Arico, P., Di Flumeri, G., Toppi, J., Colosimo, A., Bezerianos, A., Thakor, N. V. & Babiloni, F., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3961-3964 4 p. 8037723

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Workload
Degradation
Mental Processes