David McAlpine

19 papers A* 1A 1Misc 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deep Factor Learning for Accurate Brain Neuroimaging Data Analysis on Discrimination for Structural MRI and Functional MRI.
IEEE Trans. Comput. Biol. Bioinform.
Hengjin Ke, Dan Chen, Quanming Yao, Yunbo Tang, Jia Wu, Jessica Monaghan, Paul F. Sowman, David McAlpine
2024 A* conf
Graph Neural Networks for Brain Graph Learning: A Survey.
IJCAI
Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul F. Sowman, Alexis Giral, Philip S. Yu
2024 J jnl
Graph Neural Networks for Brain Graph Learning: A Survey.
CoRR
Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul F. Sowman, Alexis Giral, Philip S. Yu
2023 J jnl
Corrigendum to "Functional Connectivity Learning via Siamese-based SPD Matrix Representation of Brain Imaging Data" [Neural Networks 163 (2023) 272-285].
Neural Networks
Yunbo Tang, Dan Chen, Jia Wu, Weiping Tu, Jessica J. M. Monaghan, Paul F. Sowman, David McAlpine
2023 J jnl
Disentangled and Side-Aware Unsupervised Domain Adaptation for Cross-Dataset Subjective Tinnitus Diagnosis.
IEEE J. Biomed. Health Informatics
Yun Li, Zhe Liu, Lina Yao, Jessica J. M. Monaghan, David McAlpine
2023 J jnl
Functional connectivity learning via Siamese-based SPD matrix representation of brain imaging data.
Neural Networks
Yunbo Tang, Dan Chen, Jia Wu, Weiping Tu, Jessica J. M. Monaghan, Paul F. Sowman, David McAlpine
2023 J jnl
Semi-Supervised EEG Clustering With Multiple Constraints.
IEEE Trans. Knowl. Data Eng.
Chenglong Dai, Jia Wu, Jessica J. M. Monaghan, Guanghui Li, Hao Peng, Stefanie I. Becker, David McAlpine
2022 J jnl
Deep Reinforcement Learning Guided Graph Neural Networks for Brain Network Analysis.
CoRR
Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, Jessica Monaghan, David McAlpine, Heivet Hernandez-Perez, Mark Dras, Qiong Dai, Yangyang Li, Philip S. Yu, Lifang He
2022 J jnl
Deep reinforcement learning guided graph neural networks for brain network analysis.
Neural Networks
Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, Jessica J. M. Monaghan, David McAlpine, Heivet Hernandez-Perez, Mark Dras, Qiong Dai, Yangyang Li, Philip S. Yu, Lifang He
2022 J jnl
Disentangled and Side-aware Unsupervised Domain Adaptation for Cross-dataset Subjective Tinnitus Diagnosis.
CoRR
Zhe Liu, Yun Li, Lina Yao, Jessica J. M. Monaghan, David McAlpine
2022 J jnl
Spike-Rate Adaptation in a Computational Model of Human-Shaped Spiral Ganglion Neurons.
IEEE Trans. Biomed. Eng.
Matthieu Recugnat, Jaime A. Undurraga, David McAlpine
2019 Misc conf
A Spiking Neural Network Approach to Auditory Source Lateralisation.
ICASSP
Robert Luke, David McAlpine
2019 J jnl
A Survey on Deep Learning based Brain Computer Interface: Recent Advances and New Frontiers.
CoRR
Xiang Zhang, Lina Yao, Xianzhi Wang, Jessica Monaghan, David McAlpine
2018 J jnl
A common periodic representation of interaural time differences in mammalian cortex.
NeuroImage
Nelli H. Salminen, Simon J. Jones, Gestur B. Christianson, Torsten Marquardt, David McAlpine
2014 J jnl
"Change Deafness" Arising from Inter-feature Masking within a Single Auditory Object.
J. Cogn. Neurosci.
Nicolas Barascud, Timothy D. Griffiths, David McAlpine, Maria Chait
2014 J jnl
Cochlear Implant Filterbank Design and Optimization: A Simulation Study.
IEEE ACM Trans. Audio Speech Lang. Process.
Stefano Cosentino, Tiago H. Falk, David McAlpine, Torsten Marquardt
2013 A conf
Predicting the bilateral advantage in cochlear implantees using a non-intrusive speech intelligibility measure.
INTERSPEECH
Stefano Cosentino, Tiago H. Falk, David McAlpine
2012 J jnl
Cortical responses to changes in acoustic regularity are differentially modulated by attentional load.
NeuroImage
Maria Chait, Christian C. Ruff, Timothy D. Griffiths, David McAlpine
2012 — conf
Towards objective measures of speech intelligibility for Cochlear Implant users in reverberant environments.
ISSPA
Stefano Cosentino, Torsten Marquardt, David McAlpine, Tiago H. Falk