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List of works by Charles Unsworth

"Super e-noses": Multi-layer perceptron classification of volatile odorants from the firing rates of cross-species olfactory receptor arrays.

scientific article published on August 2014

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

scientific article published on 01 July 2019

3-D Modeling of nitric oxide emission and vasodilation induced by CA3 hippocampal neurons

scientific article published in January 2011

A Cell Derived Active Contour (CDAC) method for robust tracking in low frame rate, low contrast phase microscopy - an example: the human hNT astrocyte.

scientific article

A Detailed Noise Characterization and Sensor Evaluation of the North Island of New Zealand Using the PQLX Data Quality Control System

scholarly article

A Detailed Spatiotemporal Wavelet Study to Improve the P‐Phase Picking Performance for the 2007–2010 Shallow Earthquake Swarms near Matata, New Zealand

scientific article

A novel approach to segment cortical neurons in histological images of the near-term fetal sheep brain model

scientific article published on 01 July 2020

A semi-automated method for epileptiform transient detection in the EEG of the fetal sheep using time-frequency analysis.

scientific article published on January 2009

Application of artificial neural networks on mosquito Olfactory Receptor Neurons for an olfactory biosensor

scientific article published in January 2013

Application of xCELLigence RTCA Biosensor Technology for Revealing the Profile and Window of Drug Responsiveness in Real Time.

scientific article

Applications of advanced signal processing and machine learning in the neonatal hypoxic-ischemic electroencephalogram

scientific article published on 01 February 2020

Applying Haar and Mexican Hat Wavelets to Significantly Improve the Performance of the New Zealand GeoNet P-Phase Picker for the 2008 Matata Region Swarm

scientific article

Artificial neural network prediction of specific VOCs and blended VOCs for various concentrations from the olfactory receptor firing rates of Drosophila melanogaster.

scientific article published on January 2014

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

scientific article published on 01 July 2019

Contour interpolated radial basis functions with spline boundary correction for fast 3D reconstruction of the human articular cartilage from MR images

scientific article

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

scientific article published on 01 July 2020

Deep Convolutional Neural Networks for the Accurate Identification of High-Amplitude Stereotypic Epileptiform Seizures in the Post-Hypoxic-Ischemic EEG of Preterm Fetal Sheep

scientific article published on 01 July 2020

EEG sharp waves are a biomarker of striatal neuronal survival after hypoxia-ischemia in preterm fetal sheep

scientific article published in Scientific Reports

Electroencephalogram studies of hypoxic ischemia in fetal and neonatal animal models

scientific article published on 01 May 2020

Enrichment of differentiated hNT neurons and subsequent analysis using flow-cytometry and xCELLigence sensing

scientific article published on 14 February 2014

Evaluation of parylene derivatives for use as biomaterials for human astrocyte cell patterning

scientific article published on 25 June 2019

Examining the effect of MgSO4 on sharp wave transient activity in the hypoxic-ischemic fetal sheep model

scientific article published in August 2016

Fast detection & modelling of the real osteoarthritic holes in the human knee with contour interpolated radial basis functions

scientific article

Fast identification & modelling of osteoarthritic holes in the human knee with contour interpolated radial basis functions

scientific article published in January 2013

First human hNT astrocytes patterned to single cell resolution on parylene-C/silicon dioxide substrates

scientific article published on January 2011

First human hNT neurons patterned on parylene-C/silicon dioxide substrates: Combining an accessible cell line and robust patterning technology for the study of the pathological adult human brain.

scientific article published on 7 October 2010

Human astrocytic grid networks patterned in parylene-C inlayed SiO2 trenches.

scientific article

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

scientific article

Improved surrogate data tests for sea clutter

Improving active contour methods for tracking endothelial cells by the removal of low-confidence edge segments.

scientific article published on January 2012

Improving odorant chemical class prediction with multi-layer perceptrons using temporal odorant spike responses from drosophila melanogaster olfactory receptor neurons

scientific article

Infra-red laser ablative micromachining of parylene-C on SiO2 substrates for rapid prototyping, high yield, human neuronal cell patterning.

scientific article

Investigating parylene-HT as a substrate for human cell patterning.

scientific article published on August 2016

Investigation into the use of nonlinear predictor networks to improve the performance of maritime surveillance radar target detectors

Investigation of the Ca2+ response of human hNT astrocytes to laser removal of cellular processes

scientific article

Isolating single primary rat hippocampal neurons & astrocytes on ultra-thin patterned parylene-C/silicon dioxide substrates ⬇️

scientific article published on January 12, 2011

Large 10  ×  10 single cell grid networks of human hNT astrocytes on raised parylene-C/SiO2 substrates

scientific article published on 09 October 2019

Latent Phase Detection of Hypoxic-Ischemic Spike Transients in the EEG of Preterm Fetal Sheep Using Reverse Biorthogonal Wavelets & Fuzzy Classifier

scientific article published on 26 March 2019

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

scientific article published on 05 March 2020

Low cost, patterning of human hNT brain cells on parylene-C with UV & IR laser machining.

scientific article

Multilayer perceptron classification of unknown volatile chemicals from the firing rates of insect olfactory sensory neurons and its application to biosensor design.

scientific article published on 28 September 2012

Nanosecond Laser Stimulation in an Organized Grid Network of Human Astrocytes

scientific article published on 01 July 2020

Nanosecond UV lasers stimulate transient Ca2+ elevations in human hNT astrocytes.

scientific article

Patterning and detailed study of human hNT astrocytes on parylene-C/silicon dioxide substrates to the single cell level

scientific article published on September 2011

Patterning of functional human astrocytes onto parylene-C/SiO2 substrates for the study of Ca2+ dynamics in astrocytic networks.

scientific article published on 9 February 2018

Predicting odorant chemical class from odorant descriptor values with an assembly of multi-layer perceptrons.

scientific article published in January 2011

Re-examining the nature of radar sea clutter

Redundancy of independent component analysis in four common types of childhood epileptic seizure

scientific article

Reverse bi-orthogonal wavelets & fuzzy classifiers for the automatic detection of spike waves in the EEG of the hypoxic ischemic pre-term fetal sheep

scientific article published in August 2015

Robust Wavelet Stabilized 'Footprints of Uncertainty' for Fuzzy System Classifiers to Automatically Detect Sharp Waves in the EEG after Hypoxia Ischemia.

scientific article published on 18 August 2016

Selective PEGylation of Parylene-C/SiO2 Substrates for Improved Astrocyte Cell Patterning.

scientific article published on 9 February 2018

Spike detection in the preterm fetal sheep EEG using Haar wavelet analysis

scientific article published in January 2011

Superiority of high frequency hypoxic ischemic EEG signals of fetal sheep for sharp wave detection using Wavelet-Type 2 Fuzzy classifiers

scientific article published in August 2014

The Effect of Basic Microshapes on hNT Astrocytes Cytoplasmic Process Outgrowth

scientific article published on 01 July 2020

Time and sex dependent effects of magnesium sulphate on post-asphyxial seizures in preterm fetal sheep

scientific article published on 23 March 2018

Using Real and Synthetic Waveforms of the Matata Swarm to Assess the Performance of New Zealand GeoNet Phase Pickers

scientific article

Using artificial neural networks to classify unknown volatile chemicals from the firings of insect olfactory sensory neurons

scientific article published on January 2011

Using multilayer perceptron computation to discover ideal insect olfactory receptor combinations in the mosquito and fruit fly for an efficient electronic nose.

scientific article published in January 2015

Using type-2 fuzzy logic systems for spike detection in the hypoxic ischemic EEG of the preterm fetal sheep

scientific article published in August 2014

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

scientific article published on 01 July 2020

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

scientific article published on 01 July 2020

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