Charles P. Unsworth

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 24

Top Topics

Convolutional Neural Network

Drosophila Melanogaster

Radial Basis Function

Fuzzy Classifier

Top Venues

Int. J. Neural Syst.

Publications

Nicholas G. Mellor, Sylvia A. Cheung, Pierrette Michaux, Joe Firth, E. Scott Graham, Bryan W. Day, Charles P. Unsworth
Patterning Networks of Grade IV Glioblastoma on Silicon Chip. EMBC (2023)
Nicholas G. Mellor, Sylvia A. Cheung, E. Scott Graham, Bryan W. Day, Charles P. Unsworth
Transients in Aggressive Glioblastoma Brain Cancer Cells. EMBC (2023)
Saheli Bhattacharya, Laura Bennet, Joanne O. Davidson, Charles P. Unsworth
Ordered iterative colour channel selection enhances segmentation of brain slice image neurons of the sham fetal sheep model. Intell. Syst. Appl. 15 (2022)
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)
Si Li, E. Scott Graham, Charles P. Unsworth
The Effect of Basic Microshapes on hNT Astrocytes Cytoplasmic Process Outgrowth. 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)
Saheli Bhattacharya, Laura Bennet, Joanne O. Davidson, Charles P. Unsworth
A novel approach to segment cortical neurons in histological images of the near-term fetal sheep brain model. 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)
Si Li, E. Scott Graham, Charles P. Unsworth
Nanosecond Laser Stimulation in an Organized Grid Network of Human Astrocytes. EMBC (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)
Si Li, M. Cather Simpson, E. Scott Graham, Charles P. Unsworth
Single Cell Grid Networks of Human Astrocytes On Chip. NER (2019)
Si Li, M. Cather Simpson, E. Scott Graham, Charles P. Unsworth
Activating a 2×2 Network of hNT Astrocytes with UV Laser Stimulation. NER (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)
Seyedhamid Mashhadi Moghaddam, Sareh Fotuhi Piraghaj, Michael J. O'Sullivan, Cameron G. Walker, Charles P. Unsworth
Energy-Efficient and SLA-Aware Virtual Machine Selection Algorithm for Dynamic Resource Allocation in Cloud Data Centers. UCC (2018)
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)
Brad J. Raos, E. Scott Graham, Charles P. Unsworth
response of human hNT astrocytes to laser removal of cellular processes. EMBC (2016)
Brad J. Raos, E. Scott Graham, Alan F. Murray, M. Cather Simpson, Charles P. Unsworth
Investigating parylene-HT as a substrate for human cell patterning. EMBC (2016)
Luqman R. Bachtiar, Richard D. Newcomb, Andrew V. Kralicek, Charles P. Unsworth
Improving odorant chemical class prediction with multi-layer perceptrons using temporal odorant spike responses from drosophila melanogaster olfactory receptor neurons. EMBC (2016)
Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb
Using Multilayer Perceptron Computation to Discover Ideal Insect Olfactory Receptor Combinations in the Mosquito and Fruit Fly for an Efficient Electronic Nose. Neural Comput. 27 (1) (2015)
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)
Naohiro Shibuya, Charles P. Unsworth, Yoko Uwate, Yoshifumi Nishio
Clustering and synchronous firing of coupled Rulkov maps with STDP for modeling epilepsy. IJCNN (2014)
Alireza Nejati Javaremi, Charles P. Unsworth, Euan S. Graham
Improved cell tracking via automated removal of particulates. ISSPIT (2014)
Alireza Nejati, Charles P. Unsworth, Euan S. Graham
Rotation-invariant cell shape representation and modeling with level sets and graphical models. ISSPIT (2014)
Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb
"Super E-Noses": Multi-layer perceptron classification of volatile odorants from the firing rates of cross-species olfactory receptor arrays. EMBC (2014)
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)
Zarrar Javaid, Charles P. Unsworth, Mark Boocock, Peter McNair
Fast detection & modelling of the real osteoarthritic holes in the human knee with contour interpolated radial basis functions. EMBC (2014)
Alireza Nejati, Charles P. Unsworth
A Concise Information-Theoretic Derivation of the Baum-Welch algorithm. CoRR (2014)
Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb
Artificial Neural Network prediction of specific VOCs and blended VOCs for various concentrations from the olfactory receptor firing rates of Drosophila melanogaster. 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)
Zarrar Javaid, Charles P. Unsworth, Mark Boocock, Peter McNair
Fast identification & modelling of osteoarthritic holes in the human knee with contour interpolated radial basis functions. EMBC (2013)
Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb, Edmund J. Crampin
Multilayer Perceptron Classification of Unknown Volatile Chemicals from the Firing Rates of Insect Olfactory Sensory Neurons and Its Application to Biosensor Design. Neural Comput. 25 (1) (2013)
Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb
Application of artificial neural networks on mosquito Olfactory Receptor Neurons for an olfactory biosensor. EMBC (2013)
Alireza Nejati, Charles P. Unsworth, Euan S. Graham
Improving active contour methods for tracking endothelial cells by the removal of low-confidence edge segments. EMBC (2012)
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)
Charles P. Unsworth, Euan S. Graham, Evangelos Delivopoulos, Alan F. Murray
First human hNT astrocytes patterned to single cell resolution on parylene-C/Silicon dioxide substrates. EMBC (2011)
Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb, Edmund J. Crampin
Predicting odorant chemical class from odorant descriptor values with an assembly of multi-layer perceptrons. EMBC (2011)
Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb, Edmund J. Crampin
Using artificial neural networks to classify unknown volatile chemicals from the firings of insect olfactory sensory neurons. EMBC (2011)
Alireza Nejati, Charles P. Unsworth
3-D Modeling of nitric oxide emission and vasodilation induced by CA3 hippocampal neurons. EMBC (2011)
Sepideh J. Rastin, Charles P. Unsworth, Ken R. Gledhill, George G. Coghill, Mark Chadwick, Russell Robinson
PQLX noise model for the URZ station in the Matata region of New Zealand. ISSPA (2010)
Sepideh J. Rastin, Charles P. Unsworth, Ken R. Gledhill, George G. Coghill, Mark Chadwick, Russell Robinson
Iterative coupling of standardised earthquake detection & wavelet thresholding to determine simplified earthquake event waveforms (SEEW). ISSPA (2010)
Branislav Jovic, Charles P. Unsworth
Chaos-based multi-user time division multiplexing communication system. IET Commun. 1 (4) (2007)
Branislav Jovic, Charles P. Unsworth
Improving Security in Chaotic Spread Spectrum Communication Systems with a Novel 'Bit Power Parameter Spectrum' Measure. SECRYPT (2007)
Mark R. Cowper, Charles P. Unsworth, Bernard Mulgrew
Determining the importance of learning the underlying dynamics of sea clutter for radar target detection. ICASSP (2001)