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On the Exceptional Set for Absolute Continuity of Bernoulli Convolutions
(Springer, 2014-06)
We prove that the set of exceptional λ∈(1/2,1)λ∈(1/2,1) such that the associated Bernoulli convolution is singular has zero Hausdorff dimension, and likewise for biased Bernoulli convolutions, with the exceptional set ...
Analyzing the effect of hyperparameters in a automobile classifier based on convolutional neural networks
(IEEE Computer Society, 2017)
In the recent years the convolutional neural network is used successfully in applications of image classification, due to its deep and hierarchical architecture. The hyper parameters of the convolutional neural networks ...
Real-Time Traffic Sign Detection and Recognition using CNN
(2020-03-01)
Traffic signs presents on streets and highways have a distinct set of features which may be used to differentiate each one from each other. We propose in this paper a real-time traffic sign detection and recognition algorithm ...
Subdifferentiation of the Infimal Convolution and Minimal Time Problems
(Heldermann Verlag, 2020)
We investigate in the Banach setting (not necessarily reflexive) first-order variations of the infimal convolution of fairly general functions. We characterize different subdifferentials and differentiability concepts of ...
Does Removing Pooling Layers from Convolutional Neural Networks Improve Results?
(2020-09-01)
Due to their number of parameters, convolutional neural networks are known to take long training periods and extended inference time. Learning may take so much computational power that it requires a costly machine and, ...
Ultramorphological analysis of the venom glands and their histochemical relationship with the convoluted glands in the primitive social paper wasp Polistes versicolor (Hymenoptera: Vespidae)
(Centro de Estudos de Venenos e Animais Peçonhentos, 2005-06)
The venom glands are part of the most important defense weapon in Aculeata: the venom apparatus. The arrangement of these glands can vary among species, but in general they are composed of long secretory tubules connected ...
Absolute continuity of complex Bernoulli convolutions
(Cambridge University Press, 2016-11)
We prove that complex Bernoulli convolutions are absolutely continuous in the supercritical parameter region, outside of an exceptional set of parameters of zero Hausdorff dimension. Similar results are also obtained in ...
Método de predicción de velocidad para una red de tráfico de gran escala usando una convolutional neural network con separable convolution
(Universidad Nacional de San Agustín de Arequipa, 2018)
Esta investigación propone la reducción del tiempo de convergencia del método de predicción de velocidad basado en una convolutional neural network (CNN) para toda una red de tráfico, manteniendo el performance de todas ...
Separation dichotomy and wavefronts for a nonlinear convolution equation
(ACADEMIC PRESS INC ELSEVIER SCIENCE, 2014)
Generalized convolution roots of positive definite kernels on complex spheres
(National Academy of Sciences of Ukraine, Institute of MathematicsKyiv, 2015)
Convolution is an important tool in the construction of positive definite kernels on a manifold. This contribution provides conditions on an 'L POT.2'-positive definite and zonal kernel on the unit sphere of 'C POT.Q' in ...