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A bioelectric neural interface towards intuitive prosthetic control for amputees

https://doi.org/10.1088/1741-2552/abc3d3

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s13534-017-0054-zopenalex-snapshot

First demonstration of velocity selective recording from the pig vagus using a nerve cuff shows respiration afferents

inferredcites →https://doi.org/10.1007/s40137-013-0044-8openalex-snapshot

Prosthetic Myoelectric Control Strategies: A Clinical Perspective

inferredcites →https://doi.org/10.1016/b978-0-12-813068-1.00013-0openalex-snapshot

Advances in Neural Recording and Stimulation Devices

inferredcites →https://doi.org/10.1016/j.clinph.2010.01.001openalex-snapshot

Double nerve intraneural interface implant on a human amputee for robotic hand control

inferredcites →https://doi.org/10.1016/j.jhsa.2005.01.002openalex-snapshot

Refined Myoelectric Control in Below-Elbow Amputees Using Artificial Neural Networks and a Data Glove

inferredcites →https://doi.org/10.1016/j.jhsa.2017.06.030openalex-snapshot

Dexterous Hand Control Through Fascicular Targeting (HAPTIX-DEFT)

inferredcites →https://doi.org/10.1016/j.jneumeth.2015.05.003openalex-snapshot

A new method for spike extraction using velocity selective recording demonstrated with physiological ENG in Rat

inferredcites →https://doi.org/10.1016/j.pmrj.2010.06.016openalex-snapshot

Neural Interfaces for Control of Upper Limb Prostheses: The State of the Art and Future Possibilities

inferredcites →https://doi.org/10.1038/nature11076openalex-snapshot

Reach and grasp by people with tetraplegia using a neurally controlled robotic arm

inferredcites →https://doi.org/10.1038/s41467-018-07647-3openalex-snapshot

Decoding arm speed during reaching

inferredcites →https://doi.org/10.1038/s41591-018-0316-zopenalex-snapshot

A guide to deep learning in healthcare

inferredcites →https://doi.org/10.1038/s41598-017-14386-wopenalex-snapshot

Myoelectric Pattern Recognition Outperforms Direct Control for Transhumeral Amputees with Targeted Muscle Reinnervation: A Randomized Clinical Trial

inferredcites →https://doi.org/10.1038/s41598-018-26952-xopenalex-snapshot

Home Use of a Neural-connected Sensory Prosthesis Provides the Functional and Psychosocial Experience of Having a Hand Again

inferredcites →https://doi.org/10.1038/s41598-019-47450-8openalex-snapshot

Classification of naturally evoked compound action potentials in peripheral nerve spatiotemporal recordings

inferredcites →https://doi.org/10.1055/s-0035-1544166openalex-snapshot

Targeted Muscle Reinnervation and Advanced Prosthetic Arms

inferredcites →https://doi.org/10.1088/1741-2552/aa80bdopenalex-snapshot

Neural control of finger movement via intracortical brain–machine interface

inferredcites →https://doi.org/10.1088/1741-2552/aa8735openalex-snapshot

Evaluation of high-density, multi-contact nerve cuffs for activation of grasp muscles in monkeys

inferredcites →https://doi.org/10.1088/1741-2552/ab4370openalex-snapshot

Fascicle specific targeting for selective peripheral nerve stimulation

inferredcites →https://doi.org/10.1088/1741-2552/ab9b6dopenalex-snapshot

A novel microwire interface for small diameter peripheral nerves in a chronic, awake murine model

inferredcites →https://doi.org/10.1088/1741-2560/13/3/036001openalex-snapshot

Restoring motor control and sensory feedback in people with upper extremity amputations using arrays of 96 microelectrodes implanted in the median and ulnar nerves

inferredcites →https://doi.org/10.1088/1741-2560/13/4/046007openalex-snapshot

Chronic recording of hand prosthesis control signals via a regenerative peripheral nerve interface in a rhesus macaque

inferredcites →https://doi.org/10.1109/biocas.2016.7833834openalex-snapshot

A programmable fully-integrated microstimulator for neural implants and instrumentation

inferredcites →https://doi.org/10.1109/cicc.2013.6658532openalex-snapshot

A 50 μW/Ch artifacts-insensitive neural recorder using frequency-shaping technique

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/embc.2013.6610113openalex-snapshot

A 13µW 87dB dynamic range implantable ΔΣ modulator for full-spectrum neural recording

inferredcites →https://doi.org/10.1109/embc.2016.7591715openalex-snapshot

Neuronix enables continuous, simultaneous neural recording and electrical microstimulation

inferredcites →https://doi.org/10.1109/embc.2016.7591964openalex-snapshot

Split-belt adaptation and gait symmetry in transtibial amputees walking with a hybrid EMG controlled ankle-foot prosthesis

inferredcites →https://doi.org/10.1109/embc.2018.8513342openalex-snapshot

Improved Training Paradigms and Motor-decode Algorithms: Results from Intact Individuals and a Recent Transradial Amputee with Prior Complex Regional Pain Syndrome

inferredcites →https://doi.org/10.1109/humanoids.2015.7363441openalex-snapshot

MuJoCo HAPTIX: A virtual reality system for hand manipulation

inferredcites →https://doi.org/10.1109/icassp.2013.6638947openalex-snapshot

Speech recognition with deep recurrent neural networks

inferredcites →https://doi.org/10.1109/iccv.2015.123openalex-snapshot

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

inferredcites →https://doi.org/10.1109/icra.2011.5980371openalex-snapshot

The DLR hand arm system

inferredcites →https://doi.org/10.1109/jetcas.2018.2812104openalex-snapshot

A Low-Noise, Wireless, Frequency-Shaping Neural Recorder

inferredcites →https://doi.org/10.1109/jproc.2015.2507180openalex-snapshot

Recording and decoding for neural prostheses

inferredcites →https://doi.org/10.1109/ner.2017.8008382openalex-snapshot

Polynomial Kalman filter for myoelectric prosthetics using efficient kernel ridge regression

inferredcites →https://doi.org/10.1109/ner.2017.8008386openalex-snapshot

Individual hand movement detection and classification using peripheral nerve signals

inferredcites →https://doi.org/10.1109/rbme.2010.2085429openalex-snapshot

Control of Hand Prostheses Using Peripheral Information

inferredcites →https://doi.org/10.1109/tbcas.2013.2293821openalex-snapshot

A Frequency Shaping Neural Recorder With 3 pF Input Capacitance and 11 Plus 4.5 Bits Dynamic Range

inferredcites →https://doi.org/10.1109/tbcas.2020.2972013openalex-snapshot

A Wide Dynamic Range Neural Data Acquisition System with High-Precision Delta-Sigma ADC and On-Chip EC-PC Spike Processor

inferredcites →https://doi.org/10.1109/tbme.2010.2047015openalex-snapshot

Decoding 3-D Reach and Grasp Kinematics From High-Frequency Local Field Potentials in Primate Primary Motor Cortex

inferredcites →https://doi.org/10.1109/tcsii.2013.2258270openalex-snapshot

A New System Architecture for Future Long-Term High-Density Neural Recording

inferredcites →https://doi.org/10.1109/tnsre.2005.856072openalex-snapshot

Direct neural sensory feedback and control of a prosthetic arm

inferredcites →https://doi.org/10.1109/tnsre.2012.2196711openalex-snapshot

Control of Upper Limb Prostheses: Terminology and Proportional Myoelectric Control—A Review

inferredcites →https://doi.org/10.1109/tnsre.2014.2305111openalex-snapshot

The Extraction of Neural Information from the Surface EMG for the Control of Upper-Limb Prostheses: Emerging Avenues and Challenges

inferredcites →https://doi.org/10.1109/tnsre.2014.2305520openalex-snapshot

Linear and Nonlinear Regression Techniques for Simultaneous and Proportional Myoelectric Control

inferredcites →https://doi.org/10.1109/tnsre.2017.2772961openalex-snapshot

Closed-Loop Continuous Hand Control via Chronic Recording of Regenerative Peripheral Nerve Interfaces

inferredcites →https://doi.org/10.1111/j.1085-9489.2005.10303.xopenalex-snapshot

A critical review of interfaces with the peripheral nervous system for the control of neuroprostheses and hybrid bionic systems

inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot

Long Short-Term Memory

inferredcites →https://doi.org/10.1177/0278364912459209openalex-snapshot

The hand of the DLR Hand Arm System: Designed for interaction

inferredcites →https://doi.org/10.1177/0309364613506913openalex-snapshot

The DEKA Arm

inferredcites →https://doi.org/10.1186/1743-0003-9-42openalex-snapshot

EMG-based simultaneous and proportional estimation of wrist/hand kinematics in uni-lateral trans-radial amputees

inferredcites →https://doi.org/10.1186/s12984-017-0320-4openalex-snapshot

Restoration of motor control and proprioceptive and cutaneous sensation in humans with prior upper-limb amputation via multiple Utah Slanted Electrode Arrays (USEAs) implanted in residual peripheral arm nerves

inferredcites →https://doi.org/10.1186/s42234-019-0019-xopenalex-snapshot

Design and testing of a 96-channel neural interface module for the Networked Neuroprosthesis system

inferredcites →https://doi.org/10.1371/journal.pone.0191326openalex-snapshot

How do the outcomes of the DEKA Arm compare to conventional prostheses?

inferredcites →https://doi.org/10.1682/jrrd.2010.09.0177openalex-snapshot

Electromyogram pattern recognition for control of powered upper-limb prostheses: State of the art and challenges for clinical use

inferredcites →https://doi.org/10.1682/jrrd.2013.03.0068openalex-snapshot

User and clinician perspectives on DEKA Arm: Results of VA study to optimize DEKA Arm

inferredcites →https://doi.org/10.3389/fnbot.2017.00059openalex-snapshot

Selectivity and Longevity of Peripheral-Nerve and Machine Interfaces: A Review

inferredcites →https://doi.org/10.3389/fnins.2016.00116openalex-snapshot

Control of Prosthetic Hands via the Peripheral Nervous System

inferredcites →https://doi.org/10.3389/fnins.2016.00209openalex-snapshot

Literature Review on Needs of Upper Limb Prosthesis Users

inferredcites →https://doi.org/10.3390/mi9110538openalex-snapshot

A Bidirectional Neuromodulation Technology for Nerve Recording and Stimulation

inferredcites →https://doi.org/10.3390/s150819466openalex-snapshot

A High Performance Delta-Sigma Modulator for Neurosensing

inferredcites →https://doi.org/10.48550/arxiv.1409.2329openalex-snapshot

Recurrent Neural Network Regularization

inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot

Adam: A Method for Stochastic Optimization

inferredcites →https://doi.org/10.48550/arxiv.1502.03167openalex-snapshot

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

inferredcites →https://doi.org/10.48550/arxiv.1511.06391openalex-snapshot

Order Matters: Sequence to sequence for sets

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Multi-Modal Interaction and Human Motion Intention Recognition Method for a Mechanical Hand in Different Environment

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Soft Bioelectronic Interfaces for Continuous Peripheral Neural Signal Recording and Robust Cross‐Subject Decoding

inferred← citeshttps://doi.org/10.1002/cpe.6848openalex-snapshot

Implementation of surface electromyography controlled prosthetics limb based on recurrent neural network

inferred← citeshttps://doi.org/10.1007/978-1-4614-3447-4_31openalex-snapshot

Closed-Loop/Bidirectional Neuroprosthetic Systems

inferred← citeshttps://doi.org/10.1007/978-1-4614-6623-9_31-1openalex-snapshot

Closed-Loop/Bidirectional Neuroprosthetic Systems

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Advances in High-Resolution, Miniaturized Bioelectrical Neural Interface Design

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Advances in High-Resolution, Miniaturized Bioelectrical Neural Interface Design

inferred← citeshttps://doi.org/10.1007/s00256-022-04079-5openalex-snapshot

Prospective pre-operative 3-T MR neurography peripheral nerve mapping of upper extremity amputations implanted with FAST-LIFE electrode interfaces of robotic hands: technical report

inferred← citeshttps://doi.org/10.1007/s11370-026-00721-6openalex-snapshot

LSTM-based regression for continuous control of an EMG prosthetic hand: performance evaluation and experimental studies

inferred← citeshttps://doi.org/10.1016/b978-0-323-95730-4.00005-6openalex-snapshot

Neuroprosthetics

inferred← citeshttps://doi.org/10.1016/b978-0-443-30142-1.00008-0openalex-snapshot

Intelligent implantable devices

inferred← citeshttps://doi.org/10.1016/j.bbe.2024.01.001openalex-snapshot

Application of context-dependent interpretation of biosignals recognition to control a bionic multifunctional hand prosthesis

inferred← citeshttps://doi.org/10.1016/j.bspc.2022.104089openalex-snapshot

Human motion intention recognition method with visual, audio, and surface electromyography modalities for a mechanical hand in different environments

inferred← citeshttps://doi.org/10.1016/j.hcl.2021.04.004openalex-snapshot

Fascicle-Specific Targeting of Longitudinal Intrafascicular Electrodes for Motor and Sensory Restoration in Upper-Limb Amputees

inferred← citeshttps://doi.org/10.1016/j.hcl.2026.08.010openalex-snapshot

Technological Innovations in the Restoration of Upper Limb Amputees

inferred← citeshttps://doi.org/10.1016/j.isci.2025.112495openalex-snapshot

Biophysical characterization of the recording of unmyelinated and myelinated fiber activity with peripheral interfaces

inferred← citeshttps://doi.org/10.1016/j.knosys.2021.107165openalex-snapshot

Metric learning for novel motion rejection in high-density myoelectric pattern recognition

inferred← citeshttps://doi.org/10.1021/acsami.4c19445openalex-snapshot

Graphene-Based Microelectrodes with Reinforced Interfaces and Tunable Porous Structures for Improved Neural Recordings

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A portable, self-contained neuroprosthetic hand with deep learning-based finger control

inferred← citeshttps://doi.org/10.1088/1741-2552/accb0copenalex-snapshot

Long-term upper-extremity prosthetic control using regenerative peripheral nerve interfaces and implanted EMG electrodes

inferred← citeshttps://doi.org/10.1088/1741-2552/ad200fopenalex-snapshot

Clinical outcomes of peripheral nerve interfaces for rehabilitation in paralysis and amputation: a literature review

inferred← citeshttps://doi.org/10.1088/2516-1091/acac57openalex-snapshot

Active upper limb prostheses: a review on current state and upcoming breakthroughs

inferred← citeshttps://doi.org/10.1089/3dp.2022.0120openalex-snapshot

Single-Step 3D Printing of Bio-Inspired Printable Joints Applied to a Prosthetic Hand

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CORR Insights®: What Are Risk Factors for and Outcomes of Late Amputation After Treatment for Lower Extremity Sarcoma: A Childhood Cancer Survivor Study Report

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Realizing Upper Extremity Bionic Limbs: Leveraging Neuroprosthetic Control Strategies

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The Contemporary “Ertl”

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Compression-Based Feature Reduction for Upper Limb Motor Decoding from Peripheral Neural Signal

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Towards an EMG-Based Decoder of Natural Motor Intentions

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Artificial Intelligence Enables Real-Time and Intuitive Control of Prostheses via Nerve Interface

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FedEMG: Achieving Generalization, Personalization, and Resource Efficiency in EMG-Based Upper-Limb Rehabilitation Through Federated Prototype Learning

inferred← citeshttps://doi.org/10.1109/tnsre.2022.3166764openalex-snapshot

A Novel Myoelectric Control Scheme Supporting Synchronous Gesture Recognition and Muscle Force Estimation

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Long-term upper-extremity prosthetic control using Regenerative Peripheral Nerve Interfaces

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