Tao Wang

Emergent attractor-like dynamics support stable and generalizable path integration in recurrent neural networks

This work developed a task-optimized three-layer recurrent neural network with a place-field-like readout (RNNPF) for path integration and compared it with a variant using a Cartesian-coordinate readout.