Catherine E. Davey

Modelling Predictive Coding in the Primary Visual Cortex (V1): Layer 2/3 Circuits for Prediction Error Computation through Compartmentalized Spiking Neurons

This paper presents a spiking network model of Layer 2/3 in V1 that computes sign-specific prediction errors through compartmentalized neurons without synaptic weight updates.

Modelling Predictive Coding in the Primary Visual Cortex (V1): Layer 4 Receptive Field Properties in a Balanced Recurrent Spiking Neuronal Network

This paper develops a spiking neural network model of V1 layer 4 to study predictive coding, showing it can reproduce in vivo features and maintain E-I balance under varying input conditions.

A neural framework for spontaneous development of orientation selectivity in the primary visual cortex

This paper demonstrates a computational model showing how orientation selectivity in V1 develops through retinal activity and Hebbian plasticity without external input.

Place cells in head-fixed mice navigating a floating real-world environment

This study demonstrates place cells in head-fixed mice navigating a real-world environment, showing consistent place tuning and remapping comparable to virtual reality systems.