Our ability to make sense of the auditory world results from neural processing that begins in
the ear, goes through multiple subcortical areas, and continues in the cortex. The specific …

Rich, dynamic, and dense sensory stimuli are encoded within the nervous system by the
time-varying activity of many individual neurons. A fundamental approach to understanding …

To derive meaning from sound, the brain must integrate information across many timescales.
What computations underlie multiscale integration in human auditory cortex? Evidence …

Our understanding of nonlinear stimulus transformations by neural circuits is hindered by the
lack of comprehensive yet interpretable computational modeling frameworks. Here, we …

The adaptive leaky integrate-and-fire (ALIF) model is fundamental within computational
neuroscience and has been instrumental in studying our brains $\textit {in silico} $. Due to …

Neurons in sensory cortex are tuned to diverse features in natural scenes. But what
determines which features neurons become selective to? Here we explore the idea that …

Sounds are processed by the ear and central auditory pathway. These processing steps are
biologically complex, and many aspects of the transformation from sound waveforms to …

The human auditory system extracts valid information in noisy environments while ignoring
other distractions, relying primarily on auditory attention. Studies have shown that the …

The synchronous activity of groups of neurons is increasingly thought to be important in
cortical information processing and transmission. However, most studies of processing in the …

Convolutional neural networks (CNNs) can provide powerful and flexible models of neural
sensory processing. However, the utility of CNNs in studying the auditory system has been …