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Searching for Activation Functions
The choice of activation functions in deep networks has a significant effect on the training dynamics and task performance. Currently, the most successful and widely-used activation function is the Rectified Linear Unit (ReLU). Although various hand-designed alternatives to ReLU have been proposed, none have managed to replace it due to inconsistent ...
Ramachandran, Prajit+2 more
openaire +2 more sources
The Conditions of Activation of Washed Zymin and the Specific Function of Certain Cations in Alcoholic Fermentation [PDF]
Arthur Harden
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Tuberculosis remains a global health challenge and new therapeutic targets are required. Here, we characterized SseA, a sulfurtransferase from Mycobacterium tuberculosis involved in macrophage infection, and its interaction with the newly identified protein SufEMtb that activates SseA enzymatic activity.
Giulia Di Napoli+10 more
wiley +1 more source
THE ACTIVATION OF PAPAIN TRYPSINASE AS A FUNCTION OF THE NATURE OF THE ACTIVATOR [PDF]
George W. Irving+2 more
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This work presents the characterization of MvoDUF2193, a Methanococcus voltae (Mvo) protein from the domain of unknown function (DUF) 2193 family. We demonstrate that MvoDUF2193 binds a single [4Fe–4S] cluster per subunit and that cluster occupancy regulates the transition from an apo tetramer to a [4Fe–4S] monomeric form. This structural transition is
Emily M. Dieter+8 more
wiley +1 more source
Graphene/silicon heterojunction for reconfigurable phase-relevant activation function in coherent optical neural networks. [PDF]
Zhong C+20 more
europepmc +1 more source
Oxygen Activation by the Iron(II)-2-Mercaptobenzoic Acid Complex. A Model for Microsomal Mixed Function Oxygenases [PDF]
Volker Ullrich
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Mechanisms and kinetic assays of aminoacyl‐tRNA synthetases
FEBS Letters, EarlyView.
Igor Zivkovic+2 more
wiley +1 more source
ERBIN limits epithelial cell plasticity via suppression of TGF‐β signaling
In breast and lung cancer patients, low ERBIN expression correlates with poor clinical outcomes. Here, we show that ERBIN inhibits TGF‐β‐induced epithelial‐to‐mesenchymal transition in NMuMG breast and A549 lung adenocarcinoma cell lines. ERBIN suppresses TGF‐β/SMAD signaling and reduces TGF‐β‐induced ERK phosphorylation.
Chao Li+3 more
wiley +1 more source
Deep Learning for the Detection and Classification of Diabetic Retinopathy with an Improved Activation Function. [PDF]
Bhimavarapu U, Battineni G.
europepmc +1 more source