ArticlePLoS biology2023
Music can be reconstructed from human auditory cortex activity using nonlinear decoding models.
Article in PLoS biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- [Dual-stream temporal-frequency convolutional network with additive attention for auditory attention decoding].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026Article
- Expertise provides resilience to sound source variability in music perception.Attention, perception & psychophysics · 2026Article
- High-fidelity neural speech reconstruction through an efficient acoustic-linguistic dual-pathway framework.eLife · 2026Article
- Reconstructing music perception from brain activity using a prior guided diffusion model.Scientific reports · 2025Article
- Reading specific memories from human neurons before and after sleep.bioRxiv : the preprint server for biology · 2025Article
- Natural sounds can be reconstructed from human neuroimaging data using deep neural network representation.PLoS biology · 2025Article
- Large-scale foundation models and generative AI for BigData neuroscience.Neuroscience research · 2025Review
- Predicting artificial neural network representations to learn recognition model for music identification from brain recordings.Scientific reports · 2025Article
- The neural activity of auditory conscious perception.NeuroImage · 2025Article
- EEG-Based Music Emotion Prediction Using Supervised Feature Extraction for MIDI Generation.Sensors (Basel, Switzerland) · 2025Article
- Reconstructing Covert Consciousness: Neural Decoding as a Novel Consciousness Assessment.Neurology · 2025Review
- Affective music during episodic memory recollection modulates subsequent false emotional memory traces: an fMRI study.Cognitive, affective & behavioral neuroscience · 2024Article
- What ergodicity means for you.Developmental cognitive neuroscience · 2024Review
- Contrast Information Dynamics: A Novel Information Measure for Cognitive Modelling.Entropy (Basel, Switzerland) · 2024Article
- Disclosing Results of Tests for Covert Consciousness: A Framework for Ethical Translation.Neurocritical care · 2024Review
- Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition.Communications biology · 2024Article
- Cell consciousness: a dissenting opinion : The cellular basis of consciousness theory lacks empirical evidence for its claims that all cells have consciousness.EMBO reports · 2024Article
- Embracing digital innovation in neuroscience: 2023 in review at NEUROCCINO.Brain structure & function · 2024Review
- Functional Near-Infrared Spectrometry as a Useful Diagnostic Tool for Understanding the Visual System: A Review.Journal of clinical medicine · 2024Review
- How to deal with mind-reading technologies.Frontiers in psychology · 2023Article
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Authors and funding
7 authors.
Funding
Abstract
Music is core to human experience, yet the precise neural dynamics underlying music perception remain unknown. We analyzed a unique intracranial electroencephalography (iEEG) dataset of 29 patients who listened to a Pink Floyd song and applied a stimulus reconstruction approach previously used in the speech domain. We successfully reconstructed a recognizable song from direct neural recordings and quantified the impact of different factors on decoding accuracy. Combining encoding and decoding analyses, we found a right-hemisphere dominance for music perception with a primary role of the superior temporal gyrus (STG), evidenced a new STG subregion tuned to musical rhythm, and defined an anterior-posterior STG organization exhibiting sustained and onset responses to musical elements. Our findings show the feasibility of applying predictive modeling on short datasets acquired in single patients, paving the way for adding musical elements to brain-computer interface (BCI) applications.
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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.