Publications

Accepted to the International Conference on Neuromorphic Systems 2026. A leaky-integrate-and-fire neuron in the charge domain, with time constants set by ferroelectric non-volatile capacitors rather than by digital state.

Frontiers in Neuroscience, 11 March 2026, doi:10.3389/fnins.2026.1766765. Learned adaptation lets embedded spiking networks tolerate analog weight perturbation; mentee first author.

Neuro-Inspired Computational Elements, March 2026. Reservoir dynamics on a graph as a cheap surrogate for petascale spatiotemporal prediction; a patent application followed in February 2026.

Government Microcircuit Applications & Critical Technology, March 2026. Streaming event detection with spiking networks under hardware constraints; a mentee is first author.

Divisive rather than subtractive inhibition, applied laterally across a pixel array, keeps response range usable as input intensity swings. Presented at ICONS 2025, Bellevue WA; the corresponding patent application was filed in November 2025.

Invited paper, Great Lakes Symposium on VLSI 2025, pp. 893–897. How insect-inspired visual circuits map onto embedded, energy-constrained silicon.

Prediction as the training signal for GPS-free mapping and localization — the bridge between the retrosplenial recordings and the edge-deployment work.

Neuro-Inspired Computational Elements 2024, pp. 1–7. Intracellular dynamics recover trainability in recurrent networks with binary activations.

A hierarchical module with recurrent feedback — a simplified neocortical microcircuit — predicts spatiotemporal trajectories at the input layer by minimising temporal error, and successive layers learn representations increasingly removed from raw sensory space.

Cell Reports 38(10):110504. Parietal populations combine self-motion with goal structure rather than encoding either alone.

iScience 24:103377.

Review: what neural models could say about metabotropic neuromodulation, and where they are silent.

Nature Communications 10:2772. Boundary coding referenced to the animal rather than to the room — the egocentric frame that later drives the mapping models.

Science Advances, July 2019.

Neuroscience 364:60–70. Theta frequency and grid geometry dissociate under pharmacological manipulation.

Neuron 91(3):666–679. More than one speed code coexists in entorhinal cortex.

In vivo, in vitro and computational characterisation of rebound spiking — the intracellular dynamics that reappear in the binary-network hardware papers.

Brain Research 1621:355–367.

European Journal of Neuroscience 42:2974–2984.

Brain Imaging and Behavior 9:141–148. From the earlier clinical-imaging work at the start of my career.

Journal of Alzheimer’s Disease 44:309–318.