Spike-rate adaptation and neuronal bursting in a mean-field model of brain activity. - Peter N. Loxley; Peter A. Robinson (Biol. Cybern., 2007)

Spatiotemporal dynamics of pattern formation in the primary visual cortex and hallucinations. - Hal Henke; Peter A. Robinson; Peter M. Drysdale; Peter N. Loxley (Biol. Cybern., 2009)

Learning dictionary statistics from natural images - Peter Loxley (CoRR, 2013)

Competitive Reinforcement Learning in Atari Games. - Mark McKenzie; Peter Loxley; William Billingsley; Sebastien Wong (Australasian Conference on Artificial Intelligence, 2017)

The Two-Dimensional Gabor Function Adapted to Natural Image Statistics: A Model of Simple-Cell Receptive Fields and Sparse Structure in Images. - Peter N. Loxley (Neural Comput., 2017)

A sparse code for neuro-dynamic programming and optimal control. - Peter N. Loxley (CoRR, 2020)

A dynamic programming algorithm for informative measurements and near-optimal path-planning. - Peter N. Loxley; Ka Wai Cheung (CoRR, 2021)

A sparse code increases the speed and efficiency of neuro-dynamic programming for optimal control tasks with correlated inputs. - Peter N. Loxley (Neurocomputing, 2021)

A Dynamic Programming Algorithm for Finding an Optimal Sequence of Informative Measurements. - Peter N. Loxley; Ka Wai Cheung (Entropy, 2023)

Efficient Reinforcement Learning for Optimal Control with Natural Images. - Peter N. Loxley (CoRR, 2024)

Learning controllable dynamics through informative exploration. - Peter N. Loxley; Friedrich T. Sommer (CoRR, 2025)