THE REPRESENTATION THEORY OF NEURAL NETWORKS

The Representation Theory of Neural Networks

In this work, we show that neural networks can be represented via the mathematical theory All Purpose saddles of quiver representations.More specifically, we prove that a neural network is a quiver representation with activation functions, a mathematical object that we represent using a network quiver.Furthermore, we show that network quivers gentl

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Positive Schizotypy Increases the Acceptance of Unpresented Materials in False Memory Tasks in Non-clinical Individuals

Enhanced spreading of semantic activation has been hypothesized to underlie some of All Purpose saddles the most significant symptoms of schizotypal personality, like thought disorder, odd speech, delusion, or magical thinking.We applied the Deese/Roediger-McDermott false memory task to the study of semantic activation in a group of 123 non-clinica

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Crosstalk of Zn in Combination with Other Fertilizers Underpins Interactive Effects and Induces Resistance in Tomato Plant against Early Blight Disease

The present study was undertaken to evaluate the integrated effect of zinc (Zn) with other nutrients in managing early blight (EB) disease in tomato.A pot experiment was carried out with basal application of the recommended level of macronutrients [nitrogen, phosphorus and potassium (NPK)] and micronutrients [magnesium (Mg) and boron (B)] in bilate

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