3 papers
q-bio.NC2026
Planning as Dynamics Relaxation: Hippocampal Recurrent Network Realizes Optimal Goal-Directed Navigation
Yuhang He, Junfeng Zuo, Tianhao Chu +1
Neural correlates of spatial cognitive map are well documented, yet exactly how neural circuits perform spatial navigation in complex environments - e.g., reaching a goal while avo…
q-bio.NC2026
CANNs: A Toolkit for Research on Continuous Attractor Neural Networks
Sichao He, Aiersi Tuerhong, Shangjun She +4
Continuous attractor neural networks (CANNs) are the canonical computational framework for how the brain encodes continuous variables such as spatial position, head direction, and…
q-bio.NC2024
Dynamics of Adaptive Continuous Attractor Neural Networks
Yujun Li, Tianhao Chu, Si Wu
Attractor neural networks consider that neural information is stored as stationary states of a dynamical system formed by a large number of interconnected neurons. The attractor pr…