Alistair J. Gunn

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 12

Top Topics

Automatic Identification

Convolutional Neural Networks

High Frequencies

Fuzzy Classifier

Top Venues

Int. J. Neural Syst.

Adv. Intell. Syst.

Publications

Hamid Abbasi, Alistair J. Gunn, Charles P. Unsworth, Laura Bennet
Advanced Deep Learning Spectroscopy of Scalogram Infused CNN Classifiers for Robust Identification of Post-Hypoxic Epileptiform EEG Spikes. Adv. Intell. Syst. 3 (2) (2021)
Hamid Abbasi, Alistair J. Gunn, Laura Bennet, Charles P. Unsworth
Deep Convolutional Neural Network and Reverse Biorthogonal Wavelet Scalograms for Automatic Identification of High Frequency Micro-Scale Spike Transients in the Post-Hypoxic-Ischemic EEG. EMBC (2020)
Hamid Abbasi, Alistair J. Gunn, Laura Bennet, Charles P. Unsworth
Wavelet Spectral Deep-training of Convolutional Neural Networks for Accurate Identification of High-Frequency Micro-Scale Spike Transients in the Post-Hypoxic-Ischemic EEG of Preterm Sheep. EMBC (2020)
Hamid Abbasi, Alistair J. Gunn, Charles P. Unsworth, Laura Bennet
Wavelet Spectral Time-Frequency Training of Deep Convolutional Neural Networks for Accurate Identification of Micro-Scale Sharp Wave Biomarkers in the Post-Hypoxic-Ischemic EEG of Preterm Sheep. EMBC (2020)
Hamid Abbasi, Alistair J. Gunn, Charles P. Unsworth, Laura Bennet
Deep Convolutional Neural Networks for the Accurate Identification of High-Amplitude Stereotypic Epileptiform Seizures in the Post-Hypoxic-Ischemic EEG of Preterm Fetal Sheep. EMBC (2020)
Hamid Abbasi, Alistair J. Gunn, Laura Bennet, Charles P. Unsworth
Latent Phase Identification of High-Frequency Micro-Scale Gamma Spike Transients in the Hypoxic Ischemic EEG of Preterm Fetal Sheep Using Spectral Analysis and Fuzzy Classifiers. Sensors 20 (5) (2020)
Hamid Abbasi, Laura Bennet, Alistair J. Gunn, Charles P. Unsworth
Automatically Identified Micro-scale Sharp-wave Transients in the Early-Latent Phase of Hypoxic-Ischemic EEG from Preterm Fetal Sheep Reveal Timing Relationship to Subcortical Neuronal Survival. EMBC (2019)
Hamid Abbasi, Laura Bennet, Alistair J. Gunn, Charles P. Unsworth
Latent Phase Detection of Hypoxic-Ischemic Spike Transients in the EEG of Preterm Fetal Sheep Using Reverse Biorthogonal Wavelets & Fuzzy Classifier. Int. J. Neural Syst. 29 (10) (2019)
Hamid Abbasi, Laura Bennet, Alistair J. Gunn, Charles P. Unsworth
2D Wavelet Scalogram Training of Deep Convolutional Neural Network for Automatic Identification of Micro-Scale Sharp Wave Biomarkers in the Hypoxic-Ischemic EEG of Preterm Sheep. EMBC (2019)
Hamid Abbasi, Laura Bennet, Alistair J. Gunn, Charles P. Unsworth
Robust Wavelet Stabilized 'Footprints of Uncertainty' for Fuzzy System Classifiers to Automatically Detect Sharp Waves in the EEG after Hypoxia Ischemia. Int. J. Neural Syst. 27 (3) (2017)
Hamid Abbasi, Laura Bennet, Alistair J. Gunn, Charles P. Unsworth
Identifying stereotypic evolving micro-scale seizures (SEMS) in the hypoxic-ischemic EEG of the pre-term fetal sheep with a Wavelet Type-II Fuzzy classifier. EMBC (2016)
Meherzad J. Lakadia, Hamid Abbasi, Alistair J. Gunn, Charles P. Unsworth, Laura Bennet
Examining the effect of MgSO4 on sharp wave transient activity in the hypoxic-ischemic fetal sheep model. EMBC (2016)
Hamid Abbasi, Alistair J. Gunn, Laura Bennet, Charles P. Unsworth
Reverse Bi-orthogonal wavelets & fuzzy classifiers for the automatic detection of spike waves in the EEG of the hypoxic ischemic pre-term fetal sheep. EMBC (2015)
Hamid Abbasi, Charles P. Unsworth, Anita C. McKenzie, Alistair J. Gunn, Laura Bennet
Using type-2 fuzzy logic systems for spike detection in the hypoxic ischemic EEG of the preterm fetal sheep. EMBC (2014)
Hamid Abbasi, Charles P. Unsworth, Alistair J. Gunn, Laura Bennet
Superiority of high frequency hypoxic ischemic EEG signals of fetal sheep for sharp wave detection using Wavelet-Type 2 Fuzzy classifiers. EMBC (2014)
Anita C. Walbran, Charles P. Unsworth, Alistair J. Gunn, Laura Bennet
Spike detection in the preterm fetal sheep EEG using Haar wavelet analysis. EMBC (2011)