Experimental verification In the previous section, we have provided our theoretical justification for the incremental feedforward networks in the complex domain. In this section, simulation results are given to verify the theory. For the sake of simplicity, we demonstrate the universal approximation capa...
The influence of different training algorithms, network configurations, as well as training sets have been studied in relation to a feedforward network structure with backpropagation. Finally, the proposed computer integrated manufacturing system is subject to validation and verification by ...
The proposed VQ reduces the number of multiply operations by 24.4% compared to Li's VQ while preserving the same encoding quality as the full-search VQ.关键词: multiple anchors encoding quality greedy algorithm computational complexity triangular inequalities search regions incremental-search fast vector...
While most of the research has addressed the verification, closed set and open set tasks, very little research has been done on the latter task, the open world task, despite of the highest relevance it has in real contexts, mainly due to the difficulty to solve the many problems that this...
Critical understandings about individual and integrated effects of the measurement delays and the model uncertainties to the system are suggested through a comparative study. Verification and validation of the obtained properties from the framework are performed through simulations....
Despite their success for object detection, convolutional neural networks areill-equipped for incremental learning, i.e., adapting the original modeltraine... K Shmelkov,C Schmid,K Alahari - IEEE 被引量: 35发表: 2017年 Learning Assumptions for Compositional Verification Compositional verification is...
with a novel strategy for real-time geometrical verification, which only keeps binary hash codes and significantly saves on memory usage. Extensive experiments on several publicly available datasets show that the proposed approach can achieve fairly good recall at 100% precision compared to other state...
The graph vocabulary construction is based on one type of proximity graph, named Hierarchical Navigable Small World (HNSW) graphs, which is modified to adapt to this specific application. In addition, this process is coupled with a novel strategy for real-time geometrical verification, which only ...
The graph vocabulary construction is based on one type of proximity graph, named Hierarchical Navigable Small World (HNSW) graphs, which is modified to adapt to this specific application. In addition, this process is coupled with a novel strategy for real-time geometrical verification, which only ...
Finally, two ANN models aiming at estimating SOH and RUL are established to estimate the SOH and RUL simultaneously. The training and verification results indicate that the proposed method has highly reliability and accuracy for SOH and RUL estimation.doi:10.1016/j.est.2019.100951Zhang, Shuzhi...