Article

At-Home Movement State Classification Using Totally Implantable Bidirectional Cortical-Basal Ganglia Neural Interface

2025-03-12

Abstract excerpt

<title>Abstract</title> <p>Movement decoding from invasive human recordings typically relies on a distributed system employing advanced machine learning algorithms programmed into an external computer for state classification. These brain-computer interfaces are limited to short-term studies in laboratory settings that may not reflect behavior and neural states in the real world. The development of implantable de...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 5fb9a054-cc5c-5cd4-9ea5-65ec0a03df4c
DOI: 10.21203/rs.3.rs-6058394/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

At-Home Movement State Classification Using Totally Implantable Bidirectional Cortical-Basal Ganglia Neural InterfaceDOI 10.21203/rs.3.rs-6058394/v1Read

Device-embedded accelerometry complements neural signals for tracking parkinsonian motor statesSemantic proximity Read

Invasive neurophysiology and whole brain connectomics for neural decoding in patients with brain implantsSemantic proximity Read

Chronic wireless streaming of invasive neural recordings at home for circuit discovery and adaptive stimulationSemantic proximity Read

Subthalamic nucleus encoding steers adaptive therapies for gait in Parkinson’s diseaseSemantic proximity Read

Early Detection of Parkinson’s Disease Using a Single-Arm Wearable Sensor and Convolutional Neural NetworksSemantic proximity Read

Multitarget brain implants enable generalized decoding of Parkinson’s disease symptoms from chronic home recordingsSemantic proximity Read

Rapid Motor Fluctuations Reveal Short-Timescale Neurophysiological Biomarkers of Parkinson’s DiseaseSemantic proximity Read

Automated Detection of Faciobrachial Dystonic Seizures Related Events in LGI1 Autoimmune Encephalitis Patients with WearablesSemantic proximity Read

Decoding Dynamically Shifting States of Parkinson’s Disease: Tremor, Bradykinesia, and Effective Motor ControlSemantic proximity Read

Portable quantum-sensor magnetomyography decodes fine hand movementsSemantic proximity Read

Decoding Motor Excitability in TMS using EEG-Features: An Exploratory Machine Learning ApproachSemantic proximity Read

A Scalable Framework for Closed-Loop Neuromodulation with Deep LearningSemantic proximity Read