To date, task-optimized deep neural networks constitute the best model class for predicting activity across multiple regions of the primate visual cortex1,2,3,4,5. Yet, the advent of computer vision models in computational neuroscience raises the question in how far network-internal representations...
A Scalable Hierarchical Distributed Language Model. Neural probabilistic language models (NPLMs) have been shown to be competi- tive with and occasionally superior to the widely-used n-gram language models. The main drawback of NPLMs is their extremely long training and testing times. Mor... ...
A Scalable Hierarchical Distributed Language Model. Neural probabilistic language models (NPLMs) have been shown to be competi- tive with and occasionally superior to the widely-used n-gram language models. The main drawback of NPLMs is their extremely long training and testing times. Mor... ...
Based on the data of cerebral cortex, we present a two-layered brain network model of coupled neurons where the two layers represent the left and right hemispheres of cerebral cortex, respectively, and the links between the two layers represent the inter-couplings through the corpus callosum. By...
2. Structural Network Model The scheme of a radial electric network with different nominal voltages is represented in the form of an oriented graph ( L , Γ ) with a tree structure (see Figure 1), where L is a set of network nodes (graph vertices); Γ is a mapping of the set L to...
Subsequently, Section 3 presents an operating performance assessment strategy and the nonoptimal root-cause identification method. In Section 4, the effectiveness of the method is proved on the basis of an experiment on Benchmark Simulation Model 1. Section 5 concludes this work....
层次模型(hierarchical model) 网状模型(network model) 关系模型(relational model) 关系(relation):一个关系对应通常说的一张表 元组(tuple):表中的一行即为一个元组 属性(attribute):表中的一列即为一个属性 码(key):表中可以唯一确定一个元组的某个属性组 域(domain):一组具有相同数据类型的值的集合 ...
In this paper, we study a rank-based model for weighted network. The evolution rule of the network is based on the ranking of node strength, which couples the topological growth and the weight dynamics. Analytically and by simulations, we demonstrate that the generated networks recover the scale...
A product rule combination of the threemethods takes into consideration the strengths of each method in building a stronger OCC model. Any deviation from this model is considered as an attack. Experiments are conducted on KDD CUP’99 and SSENet-2011 datasets. The results show that the proposed...
层次模型(hierarchical model) 网状模型(network model) 关系模型(relational model) 关系(relation):一个关系对应通常说的一张表 元组(tuple):表中的一行即为一个元组 属性(attribute):表中的一列即为一个属性 码(key):表中可以唯一确定一个元组的某个属性组 域(domain):一组具有相同数据类型的值的集合 ...