Flexible electronics and devices as human–machine interfaces for medical robotics

W Heng, S Solomon, W Gao - Advanced Materials, 2022 - Wiley Online Library
Medical robots are invaluable players in non‐pharmaceutical treatment of disabilities.
Particularly, using prosthetic and rehabilitation devices with human–machine interfaces can …

A review of critical challenges in MI-BCI: From conventional to deep learning methods

Z Khademi, F Ebrahimi, HM Kordy - Journal of Neuroscience Methods, 2023 - Elsevier
Brain-computer interfaces (BCIs) have achieved significant success in controlling external
devices through the Electroencephalogram (EEG) signal processing. BCI-based Motor …

Biomimetic computer-to-brain communication enhancing naturalistic touch sensations via peripheral nerve stimulation

G Valle, N Katic Secerovic, D Eggemann… - Nature …, 2024 - nature.com
Artificial communication with the brain through peripheral nerve stimulation shows promising
results in individuals with sensorimotor deficits. However, these efforts lack an intuitive and …

Cortical layer–specific critical dynamics triggering perception

JH Marshel, YS Kim, TA Machado, S Quirin, B Benson… - Science, 2019 - science.org
INTRODUCTION Perceptual experiences in mammals may arise from patterns of neural
circuit activity in cerebral cortex. For example, primary visual cortex (V1) is causally capable …

Technologies toward next generation human machine interfaces: From machine learning enhanced tactile sensing to neuromorphic sensory systems

M Zhu, T He, C Lee - Applied Physics Reviews, 2020 - pubs.aip.org
With the prospect of a smart society in the foreseeable future, humans are experiencing an
increased link to electronics in the digital world, which can benefit our life and productivity …

Long-term stability of cortical population dynamics underlying consistent behavior

JA Gallego, MG Perich, RH Chowdhury, SA Solla… - Nature …, 2020 - nature.com
Animals readily execute learned behaviors in a consistent manner over long periods of time,
and yet no equally stable neural correlate has been demonstrated. How does the cortex …

Pursuing prosthetic electronic skin

A Chortos, J Liu, Z Bao - Nature materials, 2016 - nature.com
Skin plays an important role in mediating our interactions with the world. Recreating the
properties of skin using electronic devices could have profound implications for prosthetics …

Real-time brain-machine interface in non-human primates achieves high-velocity prosthetic finger movements using a shallow feedforward neural network decoder

MS Willsey, SR Nason-Tomaszewski, SR Ensel… - Nature …, 2022 - nature.com
Despite the rapid progress and interest in brain-machine interfaces that restore motor
function, the performance of prosthetic fingers and limbs has yet to mimic native function …

[HTML][HTML] Brain-machine interfaces: from basic science to neuroprostheses and neurorehabilitation

MA Lebedev, MAL Nicolelis - Physiological reviews, 2017 - journals.physiology.org
Brain-machine interfaces (BMIs) combine methods, approaches, and concepts derived from
neurophysiology, computer science, and engineering in an effort to establish real-time …

Brain–computer interfaces for communication and rehabilitation

U Chaudhary, N Birbaumer… - Nature Reviews …, 2016 - nature.com
Brain–computer interfaces (BCIs) use brain activity to control external devices, thereby
enabling severely disabled patients to interact with the environment. A variety of invasive …