Hawkes process modeling quantifies complicated firing behaviors of cortical neurons during sleep and wakefulness
Takeshi Kanda, Toshimitsu Aritake, Kaoru Ohyama, Kaspar E. Vogt, Yuichi Makino, Thomas John McHugh, Hideitsu Hino, Shotaro Akaho, Noboru Murata
The paper uses Hawkes process modeling to quantify cortical neuron firing patterns during sleep and wakefulness, finding that non-REM sleep increases firing intensity and shortens repetitive firing periods.
bioRxiv · Jul 29, 2023 · PreprintNeuroscience