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2018

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

Job analysis
Knowledge acquisition
Parallel processing systems
Computational efficiency
Neurons

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

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. P. 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

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

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., 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

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., 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

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. & 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

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
2017

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., 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. & 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

Identification of gait-related brain activity CP using electroencephalographic signals

Chai, J., Chen, G., Thangavel, P., Dimitrakopoulos, G. N., Kakkos, I., Sun, Y., Dai, Z., Yu, H., Thakor, N., Bezerianos, A. & Li, J. Aug 10 2017 8th International IEEE EMBS Conference on Neural Engineering, NER 2017. IEEE Computer Society, p. 548-551 4 p. 8008410

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

Patient rehabilitation
Brain
Orthotics
Electroencephalography
Frequency bands

Implications of neurovascular uncoupling in functional magnetic resonance imaging (fMRI) of brain tumors

Pak, R. W., Hadjiabadi, D. H., Senarathna, J., Agarwal, S., Thakor, N. V., Pillai, J. J. & Pathak, A. P. Nov 1 2017 In : Journal of Cerebral Blood Flow and Metabolism. 37, 11, p. 3475-3487 13 p.

Research output: Contribution to journalReview article

Brain Neoplasms
Magnetic Resonance Imaging
Cerebrovascular Circulation
Vascular Tissue Neoplasms
Oxygen

Integrated treatment modality of cathodal-transcranial direct current stimulation with peripheral sensory stimulation affords neuroprotection in a rat stroke model

Liu, Y. H., Chan, S. J., Pan, H. C., Bandla, A., King, N. K. K., Wong, P. T. H., Chen, Y. Y., Ng, W. H., Thakor, N. V. & Liao, L. D. Oct 1 2017 In : Neurophotonics. 4, 4, 045002

Research output: Contribution to journalArticle

Ischemia
Stroke
Cerebrovascular Circulation
Somatosensory Evoked Potentials
Microglia

Intranasal post-cardiac arrest treatment with orexin-A facilitates arousal from coma and ameliorates neuroinflammation

Modi, H. R., Wang, Q., Sahithi, G. D., Sherman, D., Greenwald, E., Savonenko, A. V., Geocadin, R. G. & Thakor, N. V. Sep 1 2017 In : PLoS ONE. 12, 9, e0182707

Research output: Contribution to journalArticle

coma
cardiac arrest
Coma
Arousal
Heart Arrest

In-vivo tests of an inductively powered miniaturized neural stimulator

Khalifa, A., Karimi, Y., Wang, Q., Greenwald, E., Chiu, S., Stanacevic, M., Thakor, N. & Etienne-Cummings, R. Sep 25 2017 IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050557

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

Rats
Controllers
Experiments

Limb hypothermia for preventing paclitaxel-induced peripheral neuropathy in breast cancer patients: A pilot study

Sundar, R., Bandla, A., Tan, S. S. H., Liao, L. D., Kumarakulasinghe, N. B., Jeyasekharan, A. D., Ow, S. G. W., Ho, J., Tan, D. S. P., Lim, J. S. J., Vijayan, J., Therimadasamy, A. K., Hairom, Z., Ang, E., Ang, S., Thakor, N. V., Lee, S. C. & Wilder-Smith, E. P. V. Jan 10 2017 In : Frontiers in Oncology. 6, JAN, 274

Research output: Contribution to journalArticle

Peripheral Nervous System Diseases
Paclitaxel
Hypothermia
Extremities
Breast Neoplasms

Limb Position Tolerant Pattern Recognition for Myoelectric Prosthesis Control with Adaptive Sparse Representations from Extreme Learning

Betthauser, J. L., Hunt, C. L., Osborn, L. E., Masters, M. R., Levay, G., Kaliki, R. R. & Thakor, N. V. Jun 23 2017 (Accepted/In press) In : IEEE Transactions on Biomedical Engineering.

Research output: Contribution to journalArticle

Pattern recognition
Prosthetics
Prostheses and Implants

Live demonstration: Prosthesis grip force modulation using neuromorphic tactile sensing

Osborn, L., Nguyen, H., Kaliki, R. & Thakor, N. Sep 25 2017 IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050718

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

Demonstrations
Modulation
Prosthetics
Controllers
Neurons

Live demonstration: Real-time orientation estimation and grasping of household objects for upper limb prostheses with a dynamic vision sensor

Tang, S., Ghosh, R., Thakor, N. V. & Kukreja, S. L. Jan 25 2017 Proceedings - 2016 IEEE Biomedical Circuits and Systems Conference, BioCAS 2016. Institute of Electrical and Electronics Engineers Inc., p. 135 1 p. 7833749

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

Prosthetics
limbs
Demonstrations
sensors
Sensors

Live demonstration - An adaptable prosthetic socket: Regulating independent air bladders through closed-loop control

Candrea, D., Sharma, A., Osborn, L., Gu, Y. & Thakor, N. Sep 25 2017 IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050719

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

Prosthetics
Demonstrations
Sensors
Fluidics
Air

Measuring vigilance decrement using computer vision assisted eye tracking in dynamic naturalistic environments

Bodala, I. P., Abbasi, N. I., Sun, Y., Bezerianos, A., Al-Nashash, H. & Thakor, N. V. 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. 2478-2481 4 p. 8037359

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

Computer vision
Reaction Time
Eye movements
Eye Movements
Monitoring

Micro-device combining electrophysiology and optical imaging for functional brain monitoring in freely moving animals

Miao, P., Wang, Q., Zhang, L., Li, M. & Thakor, N. V. 2017 Optogenetics and Optical Manipulation. SPIE, Vol. 10052, 1005207

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

electrophysiology
Electrophysiology
Optical Imaging
brain
animals

Multi-Position Training Improves Robustness of Pattern Recognition and Reduces Limb-Position Effect in Prosthetic Control

Beaulieu, R. J., Masters, M. R., Betthauser, J., Smith, R. J., Kaliki, R., Thakor, N. V. & Soares, A. B. Jan 27 2017 (Accepted/In press) In : Journal of Prosthetics and Orthotics.

Research output: Contribution to journalArticle

Electromyography
Prosthetics
Pattern recognition
Classifiers
Extremities

Nanowire Electrodes Integrated on Tip of Microwire for Peripheral Nerve Stimulation

Puttaswamy, S. V., Shi, Q., Bandla, A., Kim, S., Thakor, N. V. & Lee, C. May 10 2017 (Accepted/In press) In : Journal of Microelectromechanical Systems.

Research output: Contribution to journalArticle

Nanowires
Electrodes
Iridium
Zinc oxide
Tissue

Neural interfaces engineered via micro- and nanostructured coatings

Chen, N., Tian, L., Patil, A. C., Peng, S., Yang, I. H., Thakor, N. V. & Ramakrishna, S. Jun 1 2017 In : Nano Today. 14, p. 59-83 25 p.

Research output: Contribution to journalReview article

Electrodes
Nanostructures
Coatings
Biomimetics
Cues

Novel Classification System for Classifying Cognitive Workload Levels under Vague Visual Stimulation

Mahmoud, R., Shanableh, T., Bodala, I. P., Thakor, N. & Al-Nashash, H. Jul 15 2017 (Accepted/In press) In : IEEE Sensors Journal.

Research output: Contribution to journalArticle

classifying
stimulation
electroencephalography
Electroencephalography
visual stimuli

Novel early EEG measures predicting brain recovery after cardiac arrest

Cha, K. M., Thakor, N. V. & Shin, H. C. Sep 1 2017 In : Entropy. 19, 9, 466

Research output: Contribution to journalArticle

electroencephalography
brain
recovery
progressions
resuscitation

Orientation estimation and grasp type detection of household objects for upper limb prostheses with dynamic vision sensor

Tang, S., Ghosh, R., Thakor, N. V. & Kukreja, S. L. Jan 25 2017 Proceedings - 2016 IEEE Biomedical Circuits and Systems Conference, BioCAS 2016. Institute of Electrical and Electronics Engineers Inc., p. 99-102 4 p. 7833734

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

Prosthetics
limbs
sensors
Sensors
classifiers

Rare-earth doped CaF2 nanocrystals for dual-modal short-wavelength infrared fluorescence and photoacoustic imaging

Zhao, X., Sheng, Y., Liao, L. D., Thakor, N. & Tan, M. C. Apr 1 2017 In : Nanoscience and Nanotechnology Letters. 9, 4, p. 481-488 8 p.

Research output: Contribution to journalArticle

Photoacoustic effect
Nanocrystals
Rare earths
Fluorescence
Infrared radiation

Real-time imaging for cerebral ischemia in rats using the multi-wavelength handheld photoacoustic system

Liu, Y. H., Xu, Y., Chan, K. C., Mehta, K., Thakor, N. & Liao, L. D. 2017 Neural Imaging and Sensing. SPIE, Vol. 10051, 100510W

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

ischemia
Photoacoustic effect
Brain Ischemia
strokes
rats

Role of multisensory stimuli in vigilance enhancement- a single trial event related potential study

Abbasi, N. I., Bodala, I. P., Bezerianos, A., Sun, Y., Al-Nashash, H. & Thakor, N. V. 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. 2446-2449 4 p. 8037351

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

Contingent Negative Variation
Enterprise resource planning
Evoked Potentials
Reaction Time
Cues

Selective stimulation and neural recording on peripheral nerves using flexible split ring electrodes

Lee, S., Sheshadri, S., Xiang, Z., Delgado-Martinez, I., Xue, N., Sun, T., Thakor, N. V., Yen, S. C. & Lee, C. 2017 In : Sensors and Actuators, B: Chemical. 242, p. 1165-1170 6 p.

Research output: Contribution to journalArticle

nerves
stimulation
recording
Electrodes
electrodes