213 citations · 429 across the 8 of their papers we have counts for
8 papers
Adaptive self-organized criticality in deep neural networks
Simon Vock, Christian Meisel
Deep neural networks are high-dimensional dynamical systems whose function depends on the stable propagation of activity and perturbations across many layers. Maintaining suitable…
Deep learning from wristband sensor data: towards wearable, non-invasive seizure forecasting
Christian Meisel, Rima El Atrache, Michele Jackson +3
Seizure forecasting may provide patients with timely warnings to adapt their daily activities and help clinicians deliver more objective, personalized treatments. While recent work…
Antiepileptic drugs induce subcritical dynamics in human cortical networks
Christian Meisel
Cortical network functioning critically depends on finely tuned interactions to afford neuronal activity propagation over long distances while avoiding runaway excitation. This imp…
The interplay between long- and short-range temporal correlations shapes cortex dynamics across vigilance states
Christian Meisel, Andreas Klaus, Vladyslav V. Vyazovskiy +1
Increasing evidence suggests that cortical dynamics during wake exhibits long-range temporal correlations suitable to integrate inputs over extended periods of time to increase the…
Decline of long-range temporal correlations in the human brain during sustained wakefulness
Christian Meisel, Kimberlyn Bailey, Peter Achermann +1
Sleep is crucial for daytime functioning, cognitive performance and general well-being. These aspects of daily life are known to be impaired after extended wake, yet, the underlyin…
Failure of adaptive self-organized criticality during epileptic seizure attacks
Christian Meisel, Alexander Storch, Susanne Hallmeyer-Elgner +2
Critical dynamics are assumed to be an attractive mode for normal brain functioning as information processing and computational capabilities are found to be optimized there. Recent…