ArticleNeuron2021
Single-trial decoding of movement intentions using functional ultrasound neuroimaging.
Article in Neuron, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
45 citing papers in PubMed.
- Microbubble Backscattering Intensity Improves the Sensitivity of Three-Dimensional (3-D) Functional Ultrasound Localization Microscopy (fULM).IEEE transactions on medical imaging · 2026Article
- A Precise Focusing Simulation Platform for Transcranial Acoustoelectric Brain Imaging.Sensors (Basel, Switzerland) · 2026Article
- Ultrasound Brain-Computer Interfaces for Transcranial Closed-Loop Neuromodulation.BME frontiers · 2026Article
- Functional ultrasound imaging in preclinical brain stimulation: from multimodal readouts to closed-loop neuromodulation.Frontiers in neuroscience · 2026Review
- Ultrasound-transparent neural interfaces for multimodal interaction.Npj flexible electronics · 2026Article
- Mapping function in the tree shrew visual system using functional ultrasound imaging.bioRxiv : the preprint server for biology · 2025Article
- Microbubble Backscattering Intensity Improves the Sensitivity of Three-dimensional (3D) Functional Ultrasound Localization Microscopy (fULM).bioRxiv : the preprint server for biology · 2025Article
- Functional ultrasound neuroimaging reveals mesoscopic organization of saccades in the lateral intraparietal area.Nature communications · 2025Article
- Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data.ArXiv · 2025Article
- Robust single-trial decoding of physical self-motion from hemodynamic signals in the brain measured by functional ultrasound imaging.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Exploring Neural Dynamics in the Auditory Telencephalon of Crows Using Functional Ultrasound Imaging.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Human spinal cord activation during filling and emptying of the bladder.Nature communications · 2025Article
- Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data.Proceedings of machine learning research · 2025Article
- Mobile human brain imaging using functional ultrasound.Science advances · 2025Article
- Article
- Artificial Intelligence and Neuroscience: Transformative Synergies in Brain Research and Clinical Applications.Journal of clinical medicine · 2025Review
- Large Scale in vivo Acquisition, Segmentation and 3D Reconstruction of Cortical Vasculature usingNeuroinformatics · 2025Article
- Functional ultrasound imaging and neuronal activity: How accurate is the spatiotemporal match?Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Comparative evaluation of image registration techniques in functional ultrasound imaging.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Non-Invasive Brain-Computer Interfaces: State of the Art and Trends.IEEE reviews in biomedical engineering · 2025Review
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
New technologies are key to understanding the dynamic activity of neural circuits and systems in the brain. Here, we show that a minimally invasive approach based on ultrasound can be used to detect the neural correlates of movement planning, including directions and effectors. While non-human primates (NHPs) performed memory-guided movements, we used functional ultrasound (fUS) neuroimaging to record changes in cerebral blood volume with 100 μm resolution. We recorded from outside the dura above the posterior parietal cortex, a brain area important for spatial perception, multisensory integration, and movement planning. We then used fUS signals from the delay period before movement to decode the animals' intended direction and effector. Single-trial decoding is a prerequisite to brain-machine interfaces, a key application that could benefit from this technology. These results are a critical step in the development of neuro-recording and brain interface tools that are less invasive, high resolution, and scalable.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.