82 citations · 254 across the 12 of their papers we have counts for
5 papers · 1 filter
Fluctuation-response Relation Unifies Dynamical Behaviors in Neural Fields
C. C. Alan Fung, K. Y. Michael Wong, Hongzi Mao +1
Anticipation is a strategy used by neural fields to compensate for transmission and processing delays during the tracking of dynamical information, and can be achieved by slow, loc…
Attractor Dynamics with Synaptic Depression
C. C. Alan Fung, K. Y. Michael Wong, He Wang +1
Neuronal connection weights exhibit short-term depression (STD). The present study investigates the impact of STD on the dynamics of a continuous attractor neural network (CANN) an…
Tracking Dynamics of Two-Dimensional Continuous Attractor Neural Networks
C. C. Alan Fung, K. Y. Michael Wong, Si Wu
We introduce an analytically solvable model of two-dimensional continuous attractor neural networks (CANNs). The synaptic input and the neuronal response form Gaussian bumps in the…
A Moving Bump in a Continuous Manifold: A Comprehensive Study of the Tracking Dynamics of Continuous Attractor Neural Networks
C. C. Alan Fung, K. Y. Michael Wong, Si Wu
Understanding how the dynamics of a neural network is shaped by the network structure, and consequently how the network structure facilitates the functions implemented by the neura…
Dynamics of Neural Networks with Continuous Attractors
C. C. Alan Fung, K. Y. Michael Wong, Si Wu
We investigate the dynamics of continuous attractor neural networks (CANNs). Due to the translational invariance of their neuronal interactions, CANNs can hold a continuous family…