4 citations · 10 across the 21 of their papers we have counts for
8 papers · 1 filter
Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation
John S. Russo, Thomas A. Shiels, Chin-Hsuan Sophie Lin +2
Multiple Sclerosis (MS) is a heterogeneous autoimmune-mediated disorder affecting the central nervous system, commonly manifesting as fatigue and progressive limb impairment. This…
Epileptic seizure forecasting with long short-term memory (LSTM) neural networks
Daniel E. Payne, Jordan D. Chambers, Anthony Burkitt +4
Objective: Forecasting epileptic seizures can reduce uncertainty for patients and allow preventative actions. While many models can predict the occurrence of seizures from features…
Understanding visual processing of motion: Completing the picture using experimentally driven computational models of MT
Parvin Zarei Eskikand, David B Grayden, Tatiana Kameneva +2
Computational modeling helps neuroscientists to integrate and explain experimental data obtained through neurophysiological and anatomical studies, thus providing a mechanism by wh…
Frequency Superposition -- A Multi-Frequency Stimulation Method in SSVEP-based BCIs
Jing Mu, David B. Grayden, Ying Tan +1
The steady-state visual evoked potential (SSVEP) is one of the most widely used modalities in brain-computer interfaces (BCIs) due to its many advantages. However, the existence of…
Multi-Frequency Canonical Correlation Analysis (MFCCA): A Generalised Decoding Algorithm for Multi-Frequency SSVEP
Jing Mu, Ying Tan, David B. Grayden +1
Stimulation methods that utilise more than one stimulation frequency have been developed for steady-state visual evoked potential (SSVEP) brain-computer interfaces (BCIs) with the…
Impact of axonal delay on structure development in a multi-layered network
Catherine E Davey, David B Grayden, Anthony N Burkitt
The mechanisms underlying how activity in the visual pathway may give rise through neural plasticity to many of the features observed experimentally in the early stages of visual p…
Emergence of radial orientation selectivity: Effect of cell density changes and eccentricity in a layered network
Catherine E. Davey, David B. Grayden, Anthony N. Burkitt
Previous work by Linsker revealed how simple cells can emerge in the absence of structured environmental input, via a self-organisation learning process. He empirically showed the…
A homotopic mapping between current-based and conductance-based synapses in a mesoscopic neural model of epilepsy
Andre D. H. Peterson, Hamish Meffin, Mark J. Cook +3
Changes in brain states, as found in many neurological diseases such as epilepsy, are often described as bifurcations in mesoscopic neural models. Nearly all of these models rely o…