David McAlpine — accepted AI-conference papers

2024

Graph Neural Networks for Brain Graph Learning: A Survey

Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng +4

IJCAI 2024poster

Exploring the complex structure of the human brain is crucial for understanding its functionality and diagnosing brain disorders. Thanks to advancements in neuroimaging technology, a novel approach has emerged that involves modeling the human brain as a graph-structured pattern, with different brain…

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2019

A Spiking Neural Network Approach to Auditory Source Lateralisation

Robert Luke, David McAlpine

ICASSP 2019accepted

A novel approach to multi-microphone acoustic source localisation based on spiking neural networks is presented. We demonstrate that a two microphone system connected to a spiking neural network can be used to localise acoustic sources based purely on inter microphone timing differences, with no nee…

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