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Luqman Bachtiar
Luqman Bachtiar
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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
222013
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
142011
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
122011
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
112015
“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
92014
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
52013
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
42016
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
42014
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
22011
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
12012
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