Multilayer perceptron classification of unknown volatile chemicals from the firing rates of insect olfactory sensory neurons and its application to biosensor design LR Bachtiar, CP Unsworth, RD Newcomb, EJ Crampin Neural computation 25 (1), 259-287, 2013 | 22 | 2013 |
Using artificial neural networks to classify unknown volatile chemicals from the firings of insect olfactory sensory neurons LR Bachtiar, CP Unsworth, RD Newcomb, EJ Crampin 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 14 | 2011 |
Using multilayer perceptron computation to discover ideal insect olfactory receptor combinations in the mosquito and fruit fly for an efficient electronic nose LR Bachtiar, CP Unsworth, RD Newcomb Neural computation 27 (1), 171-201, 2015 | 13 | 2015 |
Predicting odorant chemical class from odorant descriptor values with an assembly of multi-layer perceptrons LR Bachtiar, CP Unsworth, RD Newcomb, EJ Crampin 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 12 | 2011 |
“Super E-noses”: Multi-layer perceptron classification of volatile odorants from the firing rates of cross-species olfactory receptor arrays LR Bachtiar, CP Unsworth, RD Newcomb 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 9 | 2014 |
Application of artificial neural networks on mosquito olfactory receptor neurons for an olfactory biosensor LR Bachtiar, CP Unsworth, RD Newcomb 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 5 | 2013 |
Improving odorant chemical class prediction with multi-layer perceptrons using temporal odorant spike responses from drosophila melanogaster olfactory receptor neurons LR Bachtiar, RD Newcomb, AV Kralicek, CP Unsworth 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 4 | 2016 |
Artificial neural network prediction of specific VOCs and blended VOCs for various concentrations from the olfactory receptor firing rates of Drosophila melanogaster LR Bachtiar, CP Unsworth, RD Newcomb 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 4 | 2014 |
The Cybernose Project: Predicting the sense of smell CP Unsworth, LR Bachtiar, RD Newcomb, EJ Crampin Annual Joint Symposium on Neural Computation, San Diego, CA, 2011 | 2 | 2011 |
Application of the Multi-layer Perceptron in the Classification of Chemicals from Insect Olfactory Sensory Neuron Responses for an Artificial Olfactory Biosensor L Bachtiar Masters Thesis-University of Auckland, 2012 | 1 | 2012 |