Article

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

2022-08-26

Abstract excerpt

<h4>ABSTRACT</h4> Natural sounds are easily perceived and identified by humans and animals. Despite this, the neural transformations that enable sound perception remain largely unknown. Neuroscientists are drawing important conclusions about neural decoding that may eventually aid research into the design of brain-machine interfaces (BCIs). It is thought that the time-frequency correlation characteristics of soun...

Topics

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

Identifiers and source

Literature Corpus work: d38c2087-612e-51ee-80b5-e063c08e6891
DOI: 10.1101/2022.08.24.505211

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Neural Decoding of Inferior Colliculus Multiunit Activity for Sound Category identification with temporal correlation and deep learningDOI 10.1101/2022.08.24.505211Read

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

Distinct neural ensemble response statistics are associated with recognition and discrimination of natural sound texturesSemantic proximity Read

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

Training neural networks to recognize speech increased their correspondence to the human auditory pathway but did not yield a shared hierarchy of acoustic featuresSemantic proximity Read

Hierarchical Encoding of Millisecond-Scale Temporal Configuration of Sound in the Mammalian Auditory PathwaySemantic proximity Read

Separable neural representations of sound sources: Speaker identity and musical timbreSemantic proximity Read

Functional significance of spectrotemporal response functions obtained using magnetoencephalographySemantic proximity Read

Multiscale integration organizes hierarchical computation in human auditory cortexSemantic proximity Read

Neural coding of spectrotemporal modulations in the auditory cortex supports speech and music categorizationSemantic proximity Read

Spontaneous emergence of music detectors in a deep neural networkSemantic proximity Read

Cochlear TransformSemantic proximity Read

Distinct spatial and non-spatial response properties of excitatory narrow-spike and burst-firing neurons in the marmoset auditory cortexSemantic proximity Read