eLife · 2023 · 14 citations · 54 references
Life SciencesNeurobiologyNeuroscienceBehavioral NeuroscienceNeuroanatomySensory NeuroscienceAuditory NeurobiologyAuditory NeuroscienceAuditory PathwaysAuditory PerceptionAuditory SystemMultisensory IntegrationAuditory Cortex PhysiologyAuditory Cortex ProcessingAuditory Cortex ProjectionsAuditory DecodingAuditory EncodingNeural Processing Of SoundProjectionsSubcortical Structures
Hearing involves analyzing the physical attributes of sounds and integrating the results of this analysis with other sensory, cognitive, and motor variables in order to guide adaptive behavior. The auditory cortex is considered crucial for the integration of acoustic and contextual information and is thought to share the resulting representations with subcortical auditory structures via its vast descending projections. By imaging cellular activity in the corticorecipient shell of the inferior colliculus of mice engaged in a sound detection task, we show that the majority of neurons encode information beyond the physical attributes of the stimulus and that the animals' behavior can be decoded from the activity of those neurons with a high degree of accuracy. Surprisingly, this was also the case in mice in which auditory cortical input to the midbrain had been removed by bilateral cortical lesions. This illustrates that subcortical auditory structures have access to a wealth of non-acoustic information and can, independently of the auditory cortex, carry much richer neural representations than previously thought.
54
Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations
Spontaneous behaviors drive multidimensional, brainwide activity
Carsen Stringer, Marius Pachitariu, Nicholas A. Steinmetz et al. · Science · 2019 · 1.7K citations · Full text
The Balanced Accuracy and Its Posterior Distribution
Kay H. Brodersen, Cheng Soon Ong, Klaas Ε. Stephan et al. · 2010 · 1.7K citations
Suite2p: beyond 10,000 neurons with standard two-photon microscopy
Marius Pachitariu, Carsen Stringer, Mario Dipoppa et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2016 · 1.4K citations · Full text
Single-trial neural dynamics are dominated by richly varied movements
Simon Musall, Matthew T. Kaufman, Ashley Juavinett et al. · Nature Neuroscience · 2019 · 1.2K citations · Full text