An Event based Prediction Suffix Tree

no code implementations • 20 Oct 2023 • Evie Andrew, Travis Monk, André van Schaik

This article introduces the Event based Prediction Suffix Tree (EPST), a biologically inspired, event-based prediction algorithm.

Anomaly Detection One-Shot Learning

Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics

no code implementations • NeurIPS 2016 • Travis Monk, Cristina Savin, Jörg Lücke

We introduce a novel generative mixture model that accounts for the class-specific statistics of stimulus intensities, and we derive a neural circuit that learns the input classes and their intensities.