Geoffrey Mackellar

According to our database, Geoffrey Mackellar authored at least 8 papers between 2020 and 2025.

Collaborative distances:

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

2025

SAMBA: Toward a Long-Context EEG Foundation Model via Spatial Embedding and Differential Mamba.

Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane

CoRR, November, 2025

EEG-X: Device-Agnostic and Noise-Robust Foundation Model for EEG.

Navid Mohammadi Foumani, Soheila Ghane, Nam Nguyen, Mahsa Salehi, Geoffrey I. Webb, Geoffrey Mackellar

CoRR, November, 2025

SpellerSSL: Self-Supervised Learning with P300 Aggregation for Speller BCIs.

Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane

CoRR, September, 2025

EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling.

Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane

CoRR, February, 2025

An Efficient Self-Supervised Framework for Long-Sequence EEG Modeling.

Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Measuring Affective and Motivational States as Conditions for Cognitive and Metacognitive Processing in Self-Regulated Learning.

Mladen Rakovic, Yuheng Li, Navid Mohammadi Foumani, Mahsa Salehi, Levin Kuhlmann, Geoffrey Mackellar, Roberto Martínez Maldonado, Gholamreza Haffari, Zachari Swiecki, Xinyu Li, Guanliang Chen, Dragan Gasevic

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs.

Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane, Saad Irtza, Nam Nguyen, Mahsa Salehi

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2020

Detecting Driver's Distraction using Long-term Recurrent Convolutional Network.

Chang Wei Tan, Mahsa Salehi, Geoffrey Mackellar

CoRR, 2020