Normalization as a canonical neural computation
M Carandini, DJ Heeger - Nature reviews neuroscience, 2012 - nature.com
There is increasing evidence that the brain relies on a set of canonical neural computations,
repeating them across brain regions and modalities to apply similar operations to different …
repeating them across brain regions and modalities to apply similar operations to different …
Speaker normalization in speech perception
Speech produced by different people varies acoustically because of individual differences in
vocal tract physiology. This acoustic variation in the “same” words of language presents a …
vocal tract physiology. This acoustic variation in the “same” words of language presents a …
Efficient tensor network simulation of ibm's eagle kicked ising experiment
We report an accurate and efficient classical simulation of a kicked Ising quantum system on
the heavy hexagon lattice. A simulation of this system was recently performed on a 127-qubit …
the heavy hexagon lattice. A simulation of this system was recently performed on a 127-qubit …
A task-optimized neural network replicates human auditory behavior, predicts brain responses, and reveals a cortical processing hierarchy
A core goal of auditory neuroscience is to build quantitative models that predict cortical
responses to natural sounds. Reasoning that a complete model of auditory cortex must solve …
responses to natural sounds. Reasoning that a complete model of auditory cortex must solve …
The multivariate temporal response function (mTRF) toolbox: a MATLAB toolbox for relating neural signals to continuous stimuli
Understanding how brains process sensory signals in natural environments is one of the key
goals of twenty-first century neuroscience. While brain imaging and invasive …
goals of twenty-first century neuroscience. While brain imaging and invasive …
Emergence of neural encoding of auditory objects while listening to competing speakers
A visual scene is perceived in terms of visual objects. Similar ideas have been proposed for
the analogous case of auditory scene analysis, although their hypothesized neural …
the analogous case of auditory scene analysis, although their hypothesized neural …
The hierarchical cortical organization of human speech processing
WA de Heer, AG Huth, TL Griffiths… - Journal of …, 2017 - Soc Neuroscience
Speech comprehension requires that the brain extract semantic meaning from the spectral
features represented at the cochlea. To investigate this process, we performed an fMRI …
features represented at the cochlea. To investigate this process, we performed an fMRI …
Neural coding of continuous speech in auditory cortex during monaural and dichotic listening
The cortical representation of the acoustic features of continuous speech is the foundation of
speech perception. In this study, noninvasive magnetoencephalography (MEG) recordings …
speech perception. In this study, noninvasive magnetoencephalography (MEG) recordings …
Automatic speech emotion recognition using modulation spectral features
S Wu, TH Falk, WY Chan - Speech communication, 2011 - Elsevier
In this study, modulation spectral features (MSFs) are proposed for the automatic recognition
of human affective information from speech. The features are extracted from an auditory …
of human affective information from speech. The features are extracted from an auditory …
Sound texture perception via statistics of the auditory periphery: evidence from sound synthesis
JH McDermott, EP Simoncelli - Neuron, 2011 - cell.com
Rainstorms, insect swarms, and galloping horses produce" sound textures"—the collective
result of many similar acoustic events. Sound textures are distinguished by temporal …
result of many similar acoustic events. Sound textures are distinguished by temporal …