61 citations · 65 across the 4 of their papers we have counts for
6 papers
Event-based Selective Attention for Multi-resolution Fast Region of Interest (ROI) Detection
Luca Peres, Giulia D'Angelo, Chiara Bartolozzi +1
Neuromorphic vision systems operate under strict constraints on bandwidth, memory, and energy, particularly at the edge, motivating early mechanisms for data reduction and selectiv…
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…
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…
Constructive community race: full-density spiking neural network model drives neuromorphic computing
Johanna Senk, Anno C. Kurth, Steve Furber +18
The local circuitry of the mammalian brain is a focus of the search for generic computational principles because it is largely conserved across species and modalities. In 2014 a mo…
Real-Time Cortical Simulation on Neuromorphic Hardware
Oliver Rhodes, Luca Peres, Andrew G. D. Rowley +4
Real-time simulation of a large-scale biologically representative spiking neural network is presented, through the use of a heterogeneous parallelisation scheme and SpiNNaker neuro…