Bioscience News - GEG Tech top picks
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Scooped by BigField GEG Tech
May 3, 2017 11:02 AM
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Deep Learning Helps Scientists Keep Track of Cell’s Inner Parts

Deep Learning Helps Scientists Keep Track of Cell’s Inner Parts | Bioscience News - GEG Tech top picks | Scoop.it
BigField GEG Tech's insight:

Donnelly Centre researchers have developed a deep learning algorithm that can track proteins, to help reveal what makes cells healthy and what goes wrong in disease.

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Scooped by BigField GEG Tech
April 7, 2017 12:30 PM
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Learning through ferroelectric domain dynamics in solid-state synapses

Learning through ferroelectric domain dynamics in solid-state synapses | Bioscience News - GEG Tech top picks | Scoop.it
Accurate modelling of memristor dynamics is essential for the development of autonomous learning in artificial neural networks.
BigField GEG Tech's insight:

In promising solid-state synapses called memristors, conductance can be finely tuned by voltage pulses and set to evolve according to a biological learning rule called spike-timing-dependent plasticity (STDP). Future neuromorphic architectures will comprise billions of such nanosynapses, which require a clear understanding of the physical mechanisms responsible for plasticity. Here the authors report on synapses based on ferroelectric tunnel junctions and show that STDP can be harnessed from inhomogeneous polarization switching.

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