Luqman R. Bachtiar

Publication Activity (10 Years)

Years Active: 2011-2016
Publications (10 Years): 1

Top Topics

Drosophila Melanogaster

Multilayer Perceptron

Top Venues

Publications

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)
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)
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)
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)
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)