Dynamics and synchronization of complex neural networks with boundary coupling
Sign Up to like & getrecommendations! Published in 2022 at "Analysis and Mathematical Physics"
DOI: 10.1007/s13324-021-00613-1
Abstract: A new mathematical model for complex neural networks of the partly diffusive Hindmasrh-Rose equations with boundary coupling is proposed. Through analysis of absorbing dynamics for the solution semiflow, the asymptotic synchronization of the complex neuronal… read more here.
Keywords: neural networks; complex neural; dynamics synchronization; synchronization complex ... See more keywords
Understanding Memories of the Past in the Context of Different Complex Neural Network Architectures
Sign Up to like & getrecommendations! Published in 2022 at "Neural Computation"
DOI: 10.1162/neco_a_01469
Abstract: Abstract Deep learning (primarily using backpropagation) and neuroevolution are the preeminent methods of optimizing artificial neural networks. However, they often create black boxes that are as hard to understand as the natural brains they seek… read more here.
Keywords: understanding memories; memories past; different complex; context different ... See more keywords
Teneurins: Mediators of Complex Neural Circuit Assembly in Mammals
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2019.00580
Abstract: The teneurins (Ten-m/Odz) are a family of evolutionarily ancient transmembrane molecules whose complex and multi-faceted roles in the generation of mammalian neural circuits are only beginning to be appreciated. In mammals there are four family… read more here.
Keywords: neural circuit; complex neural; mediators complex; teneurins mediators ... See more keywords