Hybrid brain–computer interface techniques for improved classification accuracy and increased number of commands: a review

KS Hong, MJ Khan - Frontiers in neurorobotics, 2017 - frontiersin.org
In this article, non-invasive hybrid brain–computer interface (hBCI) technologies for
improving classification accuracy and increasing the number of commands are reviewed …

A review of force myography research and development

ZG **ao, C Menon - Sensors, 2019 - mdpi.com
Information about limb movements can be used for monitoring physical activities or for
human-machine-interface applications. In recent years, a technique called Force Myography …

Ultra-sensitive and resilient compliant strain gauges for soft machines

OA Araromi, MA Graule, KL Dorsey, S Castellanos… - Nature, 2020 - nature.com
Soft machines are a promising design paradigm for human-centric devices, and systems
required to interact gently with their environment,. To enable soft machines to respond …

Metal oxide semiconductor nanomembrane–based soft unnoticeable multifunctional electronics for wearable human-machine interfaces

K Sim, Z Rao, Z Zou, F Ershad, J Lei, A Thukral… - Science …, 2019 - science.org
Wearable human-machine interfaces (HMIs) are an important class of devices that enable
human and machine interaction and teaming. Recent advances in electronics, materials …

Hybrid EEG–fNIRS-based eight-command decoding for BCI: application to quadcopter control

MJ Khan, KS Hong - Frontiers in neurorobotics, 2017 - frontiersin.org
In this paper, a hybrid electroencephalography–functional near-infrared spectroscopy (EEG–
fNIRS) scheme to decode eight active brain commands from the frontal brain region for brain …

Exploration of force myography and surface electromyography in hand gesture classification

X Jiang, LK Merhi, ZG **ao, C Menon - Medical engineering & physics, 2017 - Elsevier
Whereas pressure sensors increasingly have received attention as a non-invasive interface
for hand gesture recognition, their performance has not been comprehensively evaluated …

Non-invasive human-machine interface (HMI) systems with hybrid on-body sensors for controlling upper-limb prosthesis: A review

H Zhou, G Alici - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
In this work, we present a systematic review on non-invasive HMIs employing hybrid
wearable sensor modalities for recognition of upper limb intentions. Different combinations …

Force myography to control robotic upper extremity prostheses: a feasibility study

E Cho, R Chen, LK Merhi, Z **ao, B Pousett… - … in bioengineering and …, 2016 - frontiersin.org
Advancement in assistive technology has led to the commercial availability of multi-
dexterous robotic prostheses for the upper extremity. The relatively low performance of the …

A multipurpose human–machine interface via 3D-printed pressure-based force myography

H Zhou, C Tawk, G Alici - IEEE Transactions on Industrial …, 2024 - ieeexplore.ieee.org
Artificially intelligent (AI), powerful, and reliable human–machine interfaces (HMIs) are
highly desired for wearable technologies, which proved to be the next advancement when it …

Ultrasound as a neurorobotic interface: A review

X Yang, C Castellini, D Farina… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Neurorobotic devices, such as prostheses, exoskeletons, and muscle stimulators, can partly
restore motor functions in individuals with disabilities, such as stroke, spinal cord injury …