AIMC Topic: Olfactory Receptor Neurons

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Deep(er) Learning.

The Journal of neuroscience : the official journal of the Society for Neuroscience Jul 13, 2018
Animals successfully thrive in noisy environments with finite resources. The necessity to function with resource constraints has led evolution to design animal brains (and bodies) to be optimal in their use of computational power while being adaptabl...
Animals Deep Learning Models, Neurological Reward Odorants Synapses Signal-To-Noise Ratio Drosophila melanogaster Olfactory Perception Nerve Net Environment Reinforcement, Psychology Conditioning, Classical Avoidance Learning Association Learning Signal Detection, Psychological Conditioning, Operant Afferent Pathways Mushroom Bodies Olfactory Receptor Neurons Neuropil
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Uncovering the mouse olfactory long non-coding transcriptome with a novel machine-learning model.

DNA research : an international journal for rapid publication of reports on genes and genomes Aug 1, 2019
Very little is known about long non-coding RNAs (lncRNAs) in the mammalian olfactory sensory epithelia. Deciphering the non-coding transcriptome in olfaction is relevant because these RNAs have been shown to play a role in chromatin modification and ...
Machine Learning Female Animals Male Transcriptome Mice RNA, Long Noncoding Olfactory Receptor Neurons Vomeronasal Organ
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Improving odorant chemical class prediction with multi-layer perceptrons using temporal odorant spike responses from drosophila melanogaster olfactory receptor neurons.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
In this work, we examine the possibility of improving the prediction performance of an olfactory biosensor through the use of temporal spiking data. We present an Artificial Neural Network (ANN), in the form of an optimal hybrid Multi-Layer Perceptro...
Neural Networks, Computer Animals Time Factors Action Potentials Odorants Smell Drosophila melanogaster Receptors, Odorant Olfactory Receptor Neurons
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