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Organic Thin‐Film Transistors for Neuromorphic Computing

open access: yesAdvanced Electronic Materials, EarlyView.
Organic thin‐film transistors (OTFTs) are reviewed for neuromorphic computing applications, highlighting their power‐efficient, and biological time‐scale operation. This article surveys OFET and OECT devices, compares them with memristors and CMOS, analyzes how fabrication parameters shape spike‐based metrics, proposes standardized characterization ...
Luke McCarthy   +2 more
wiley   +1 more source
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Accelerated Stochastic Approximation

SIAM Journal on Optimization, 1993
A technique to accelerate the convergence of the Robbins-Monro stochastic approximation algorithm for the multidimensional case is studied. It is based on generalization of Kesten's idea that (in the one-dimensional case) frequent changes of the signs of the differences of subsequent observations indicate that the estimates are close to the real ...
Delyon, Bernard, Juditsky, Anatoli
openaire   +1 more source

Fast Approximate Stochastic Tractography

Neuroinformatics, 2011
Many different probabilistic tractography methods have been proposed in the literature to overcome the limitations of classical deterministic tractography: (i) lack of quantitative connectivity information; and (ii) robustness to noise, partial volume effects and selection of seed region.
Juan Eugenio, Iglesias   +3 more
openaire   +2 more sources

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