Keywords: Data Analysis, Brain
Simultaneous electrophysiology and fMRI could provide both macroscopic and microscopic observations, but it is highly technically challenging and not widely used in sleep research. We developed mouse sleep fMRI based on simultaneous electrophysiology at 9.4T and allowed manifestation of the full sleep cycle (NREM/REM) during fMRI. The results revealed global state-dependent patterns. Rich state transition epochs demonstrated that state transitions were global, irreversible and sequential phenomenon, which can be predicted using LSTM RNN models. Importantly, simultaneous hippocampal recording revealed enhanced sharp-wave ripple triggered global patterns during NREM than awake state, which may attribute to co-occurrence of spindle events.
How to access this content:
For one year after publication, abstracts and videos are only open to registrants of this annual meeting. Registrants should use their existing login information. Non-registrant access can be purchased via the ISMRM E-Library.
After one year, current ISMRM & ISMRT members get free access to both the abstracts and videos. Non-members and non-registrants must purchase access via the ISMRM E-Library.
After two years, the meeting proceedings (abstracts) are opened to the public and require no login information. Videos remain behind password for access by members, registrants and E-Library customers.
Keywords