bioRxivNeurosciencePreprint
Not everything, not everywhere, not all at once: a study of brain-wide encoding of movement
Ziyue Aiden Wang, Susu CheniD, Yi LiuiD, Dave Liu, Karel SvobodaiD, Nuo LiiD, Shaul DruckmanniD
Abstract
Activity related to movement is found throughout sensory and motor regions of the brain. However, it remains unclear how movement-related activity is distributed across the brain and whether systematic differences exist between brain areas. Here, we analyzed movement related activity in brain-wide recordings containing more than 50,000 neurons in mice performing a decision-making task. Using multiple techniques, from markers to deep neural networks, we find that movement-related signals were pervasive across the brain, but systematically differed across areas. Movement-related activity was stronger in areas closer to the motor or sensory periphery. Delineating activity in terms of sensory- and motor-related components revealed finer scale structures of their encodings within brain areas. We further identified activity modulation that correlates with decision-making and uninstructed movement. Our work charts out a largescale map of movement encoding and provides a roadmap for dissecting different forms of movement and decision-making related encoding across multi-regional neural circuits.
- organism: mouse
- assay: electronic health records
- research focus: cell type annotation
- approach: deep learning
- Citations
- 31
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