In subject area: Mathematics The Hasse diagram of a finite poset is a drawing where each element is represented by a point, and if x covers y, x is drawn above y and is joined to it by a line. From: Annals of Discrete Mathematics, 1995 About this pageAdd to MendeleySet alert ...
The Enhanced Descent Gradient is applied to produce the optimal layout that is graphically represented by Voronoi diagram. A real world case study is presented to the bus network in city of Toronto to be replaced with electric buses that need electrical charging stations. The proposed technique is...
even in this relatively simple setting, we do not yet have a wiring diagram for the precise patterns by which neurons are recurrently interconnected, a necessary substrate for any quantitative, predictive model of network dynamics. To address this limitation, we reconstruct a synapse-resolution wiring...
often when it would be difficult to portray the same information with natural images. Understanding natural images has been extensively studied in computer vision, while diagram understanding has received little attention. In this paper, we study the problem of diagram interpretation, the challenging ta...
in whichWencompasses all learnable parameters.Wis initialized with Glorot initialization [9] and learned using mini-batch gradient descent. In practice, parameter optimization is performed with the Adam SGD optimizer [12]. 4Experiments 4.1Dataset ...
Goes et al. [2] proposed the Newton method to optimize the weights, combined with the gradient descent algorithm [17] to optimize the sites, and alternately iterated to obtain the CCCPD. However, the two steps interfere with each other in the optimization process and only has linear convergen...
Wilson, D.R., Martinez, T.R.: 2003, The general inefficiency of batch training for gradient descent learning. Neural Netw. 16(10), 1429. DOI . Article Google Scholar Zhang, Y.: 2009, Recurrent Neural Networks: Design, Analysis, Applications to Control and Robotic Systems, LAP Lambert...