401 citations · 440 across the 5 of their papers we have counts for
6 papers
Brain Connectomes Come of Age
Xiao-Jing Wang, Ulises Pereira, Marcello G. P. Rosa +1
Databases of directed- and weighted- connectivity for mouse, macaque and marmoset monkeys, have recently become available and begun to be used to build dynamical models. A hierarch…
Artificial neural networks for neuroscientists: A primer
Guangyu Robert Yang, Xiao-Jing Wang
Artificial neural networks (ANNs) are essential tools in machine learning that have drawn increasing attention in neuroscience. Besides offering powerful techniques for data analys…
A Dataset and Architecture for Visual Reasoning with a Working Memory
Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang +2
A vexing problem in artificial intelligence is reasoning about events that occur in complex, changing visual stimuli such as in video analysis or game play. Inspired by a rich trad…
Impact of membrane bistability on dynamical response of neuronal populations
Wei Wei, Fred Wolf, Xiao-Jing Wang
Neurons in many brain areas can develop pronounced depolarized state of membrane potential (up state) in addition to the normal hyperpolarized down state near the resting potential…
A simple, distance-dependent formulation of the Watts-Strogatz model for directed and undirected small-world networks
H. Francis Song, Xiao-Jing Wang
Small-world networks---complex networks characterized by a combination of high clustering and short path lengths---are widely studied using the paradigmatic model of Watts and Stro…
Decorrelation by recurrent inhibition in heterogeneous neural circuits
Alberto Bernacchia, Xiao-Jing Wang
The activity of neurons is correlated, and this correlation affects how the brain processes information. We study the neural circuit mechanisms of correlations by analyzing a netwo…