This paper studies the wireless signal propagation model and proposes the ranging model based on BP neural network model, it has the ability of autonomous learning according to different environments, and can improve the precision of measuring distance, then enhance the adaptability to the environment...
An important difference between brains and deep neural networks is the way they learn. Nervous systems learn online where a stream of noisy data points are presented in a non-independent, identically distributed way. Further, synaptic plasticity in the b
In this paper, the open-source neural-network library, Keras, is used to construct the CNN model based on Python's Anaconda platform. The completed algorithm also includes an activation function and the optimization algorithm. Details are provided below: (1)ReLu(x)=xifx>00ifx≤0 (2)∊θ...
The approach enables to update a BIM model based on the changes made in VR application automatically and in real-time. Note that there are commercial solutions as well that provide varying degrees of automated BIM to VR synchronisation, such as IrisVR, InsiteVR, The Wild, Enscape, among ...
neural network models (Supplementary Fig.S4for ROCs, Supplementary Fig.S5for precision-recall curves). For example, in CD4+ T cells, models based on a single type of data resulted in ROC AUC scores ranging from 0.60 to 0.86, whereas the model that integrates all data features had a score ...
SEM and ANN were used to understand the intent to use social media during emergencies [13]. Given these reasons, interest in mobile phones is increasing in the aspects of purchase and payment. Thus, another study developed a model based on SEM–ANN to predict factors that affect decision to...
The alignment and assembly of the full-length cDNA sequences obtained from RACE-PCR, and the sequences of introns amplified through primer walking, resulted in a partial gene sequence of 6,545 bp with 13 predicted introns. The gene structure was predicted based on multiple alignment analysis of...
20 values ranging from 0 to 1, reporting the residue composition of the last 40 C-ter residues; 20 values ranging from 0 to 1, reporting the residue composition of the last 20 C-ter residues; 20 values ranging from 0 to 1, reporting the residue composition of the first 20 N-ter resid...
The effects of chicken roasting temperature and time on the production of heterocyclic aromatic amines (HAAs) were investigated and an HAA prediction model based on heating conditions was established. Generally, the HAA content was significantly affected by the heating conditions in the roast chicken....
Recurrence after treatment is a major problem with a survival rate for one year ranging about 39.7%. Ideal outcomes are still difficult to be achieved despite the recent treatment combinations. The ultimate capacity to regrow after resection is considered to be related to the availability of self-...