Benjamin S. Mashford

According to our database, Benjamin S. Mashford authored at least 9 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

VoxelCoder: Classification of human cellular phenotypes via autoencoder batch alignment and hyperdimensional representation of cytometry data.

Benjamin S. Mashford, Timothy Hewitt, Maryam May, Zixin Zhuang, Akshat Jain, Koula E. M. Diamand, Fei-Ju Li, Kristy Kwong, Stuart H. Read, Ainsley R. Davies, Dillon Hammill, T. Daniel Andrews

Patterns, 2026

2025

Comparison of Deep-Learning Models for Classification of Cellular Phenotype From Flow Cytometry Data.

Benjamin S. Mashford, Tim Hewitt, Maryam May, Aaron Chuah, Dan Andrews

IEEE Trans. Comput. Biol. Bioinform., 2025

2019

Privacy Preserving Human Fall Detection using Video Data.

Umar Asif, Benjamin S. Mashford, Stefan von Cavallar, Shivanthan A. C. Yohanandan, Subhrajit Roy, Jianbin Tang, Stefan Harrer

Proceedings of the Machine Learning for Health Workshop, 2019

2018

Semantic Labeling Using a Low-Power Neuromorphic Platform.

Jianbin Tang, Benjamin Scott Mashford, Antonio Jimeno-Yepes

IEEE Geosci. Remote. Sens. Lett., 2018

A Robust Low-Cost EEG Motor Imagery-Based Brain-Computer Interface.

Shivanthan A. C. Yohanandan, Isabell Kiral-Kornek, Jianbin Tang, Benjamin S. Mashford, Umar Asif, Stefan Harrer

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Neural-network-based analysis of EEG data using the neuromorphic TrueNorth chip for brain-machine interfaces.

Benjamin S. Mashford, Antonio Jimeno-Yepes, Isabell Kiral-Kornek, Jianbin Tang, Stefan Harrer

IBM J. Res. Dev., 2017

Improving Classification Accuracy of Feedforward Neural Networks for Spiking Neuromorphic Chips.

Antonio Jimeno-Yepes, Jianbin Tang, Benjamin Scott Mashford

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

TrueNorth-enabled real-time classification of EEG data for brain-computer interfacing.

Isabell Kiral-Kornek, G. Dulini C. Mendis, Ewan S. Nurse, Benjamin S. Mashford, Dean R. Freestone, David B. Grayden, Stefan Harrer

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Decoding EEG and LFP signals using deep learning: heading TrueNorth.

Ewan Nurse, Benjamin S. Mashford, Antonio Jimeno-Yepes, Isabell Kiral-Kornek, Stefan Harrer, Dean R. Freestone

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016