Article

Spontaneous emergence of music detectors in a deep neural network

2021-10-28

Abstract excerpt

Music exists in almost every society, has universal acoustic features, and is processed by distinct neural circuits in humans even with no experience of musical training. These characteristics suggest an innateness of the sense of music in our brain, but it is unclear how this innateness emerges and what functions it has. Here, using an artificial deep neural network that models the auditory information processing...

Topics

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

Identifiers and source

Literature Corpus work: 7ce610bf-38c8-5d86-8732-35abf1d42236
DOI: 10.1101/2021.10.27.466049

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Spontaneous emergence of music detectors in a deep neural networkDOI 10.1101/2021.10.27.466049Read

Algebraic structures emerge from the self-supervised learning of natural soundsSemantic proximity Read

Distinguishing fine structure and summary representation of sound textures from neural activitySemantic proximity Read

Investigating Invariances in Auditory Event Categorization with Model MetamersSemantic proximity Read

The neural mechanisms of concept formation over time in musicSemantic proximity Read

Inferring the basis of binaural detection with a modified autoencoderSemantic proximity Read

Feature based representations map differently to music perception as a function of nature and duration of training: Evidence based on Mini-PROMS in Indian contextSemantic proximity Read

Human newborns form musical predictions based on rhythmic but not melodic structureSemantic proximity Read

Emergent Entrainment and Predictive Dynamics in Bio-Inspired Spiking Neural NetworksSemantic proximity Read

Encoding of melody in the human auditory cortexSemantic proximity Read

Oscillatory Hierarchical Reservoirs for Human-like Rhythm Perception and AnticipationSemantic proximity Read

Neural Decoding of Inferior Colliculus Multiunit Activity for Sound Category identification with temporal correlation and deep learningSemantic proximity Read

Neural basis of melodic learning explains cross-cultural regularities in musical scalesSemantic proximity Read