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Found 4 papers, 0 papers with code
Non-equilibrium brain dynamics as a signature of consciousness
The cognitive functions of human and non-human primates rely on the dynamic interplay of distributed neural assemblies.
Unconsciousness reconfigures modular brain network dynamics
The dynamic core hypothesis posits that consciousness is correlated with simultaneously integrated and differentiated assemblies of transiently synchronized brain regions.
Generative embeddings of brain collective dynamics using variational autoencoders
We consider the problem of encoding pairwise correlations between coupled dynamical systems in a low-dimensional latent space based on few distinct observations.
Neurons and Cognition
Spatio-temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks
We introduce a novel recurrent neural network (RNN) approach to account for temporal dynamics and dependencies in brain networks observed via functional magnetic resonance imaging (fMRI).
