Learning Tasks in the Wasserstein Space 55:54 Influence of the endothelial surface layer on the motion of red blood cells 51:22 Effect of Dependence on the Convergence of Empirical Wasserstein Distance 59:08 AI for Science; and the Implication for Mathematics 58:47 Resource-mediated competit...
Students get help from near-peer learning assistants inside a math emporium environment. The course remains three credits after the redesign and now supports all students who would otherwise be taking Intermediate Algebra as a prerequisite course....
It is pointed out in the “Deep learning model” section of “Methods” that input features fi’s are downselected from representation \({{{\mathcal{P}}}\) or \({{{\mathcal{L}}}\) based on user-defined cutoff values. These cutoff values are heuristically chosen to keep the number ...
Python Library to model learning of pattern classification task with striatal neurons. Work done during PhD thesis of Gaëtan Vignoud (Inria and CIRB, Collège de France) under the joint-supervision of Laurent Venance (CIRB, Collège de France) and Jonathan Touboul (Math Dept., Brandeis Univers...
The first task we performed to test online dynamical learning is the MNIST handwritten digit classification task, which has not previously been experimentally implemented on an NWN device (but has been implemented in NWN simulations62,65). A schematic illustration of the experimental setup for the ...
Deep Learning for Answer Sentence Selection Answer sentence selection is the task of identifying sentences that contain the answer to a given question. This is an important problem in its own right a... Y Lei,KM Hermann,P Blunsom,... 被引量: 242发表: 2014年 SemEval-2015 Task 3: Answer...
Objective Function and Learning 本文使用的损失函数为交叉熵函数: Experiments 本文的实验主要在三个任务上进行: bAbI任务:一个简单推理任务 最短路径任务:输入为一个有向图,一个开始节点与一个结束节点,输出为连接开始节点与结束节点的路径(使用节点序列进行表示)。 自然语言生成任务:输入为SQL语句,输出为相应的文本...
nmtpytorch allows training of various end-to-end neural architectures including but not limited to neural machine translation, image captioning and automatic speech recognition systems. The initial codebase was in Theano and was inspired from the famous dl4mt-tutorial codebase. nmtpytorch received val...
Learning is a fundamental component of creating intelligent machines. Biological intelligence orchestrates synaptic and neuronal learning at multiple time scales to self-organize populations of neurons for solving complex tasks. Inspired by this, we
The backbone is fully specified by the positions of each residue’s four N − Cα − C − O atoms and the C-terminal oxygen atom, whose positions are encoded as \(X\in {{{\mathcal{R}}}^{(4n+1)\times 3}\); thus, the final conditional distribution we are...