4 papers
A Neuromorphic Trigger for Efficient Audio Event Detection
Benjamin Hatton, Oliver Rhodes, Luca Peres
Efficient processing of continuous audio streams remains a key challenge for real-time and resource-constrained systems. This paper introduces a neuromorphic trigger for audio even…
Modelling and Simulation of Neuromorphic Datasets for Anomaly Detection in Computer Vision
Mike Middleton, Teymoor Ali, Hakan Kayan +6
Limitations on the availability of Dynamic Vision Sensors (DVS) present a fundamental challenge to researchers of neuromorphic computer vision applications. In response, datasets h…
Neuromorphic Eye Tracking for Low-Latency Pupil Detection
Paul Hueber, Luca Peres, Florian Pitters +2
Eye tracking for wearable systems demands low latency and milliwatt-level power, but conventional frame-based pipelines struggle with motion blur, high compute cost, and limited te…
Hyperdimensional Decoding of Spiking Neural Networks
Cedrick Kinavuidi, Luca Peres, Oliver Rhodes
This work presents a novel spiking neural network (SNN) decoding method, combining SNNs with Hyperdimensional computing (HDC). The goal is to create a decoding method with high acc…