With the trained sparse autoencoder and softmax classifer, we extract high-level features (i.e., spatial information of the sources) from the low-level features of the mixtures and generate the soft mask based on the softmax regression.
The recovery of the individual components is complicated by the highly nonideal feature of the mixtures, namely several binary and ternary azeotropes are formed by the components.
Then the angularity of the aggregate was decreased artificially while the other features of the asphalt mixture remained constant.
Unfortunately, it is extremely difficult to suppress the interferences from other features of the asphalt mixture in experiments, such as aggregate orientations, the spatial distribution of aggregates and air voids.
To show the features of the physical mixture of CNT/13X compounds, we have captured some optical microscopic photos for all samples, as shown in Fig. 3.
FCM can thus measure both the phenotype and function of specific cell subtypes in a sample that may contain many different cell subtypes, unlike assays like microarrays and proteomics that measure aggregate features of the entire mixture of cells.
When deposited on nanocarbon, the overlapping redox features of the POM mixtures result in cyclic voltammograms with substantial pseudocapacitive currents which maintain relatively smooth charge/discharge profiles, ideal for supercapacitor electrodes.
The space-time yield of and selectivity toward formaldehyde are improved by the presence of steam in the methane/air reactant mixture, and an attractive feature of the product mixture is the low quantity of carbon dioxide produced.
One popular solution is to apply a data-driven spatial filtering technique, such as common spatial pattern (CSP) [6], on multi-channel (e.g. 64 or 128 channels) monopolar recording EEG data, which can improve the SNR of signal and extract discriminative features from the mixture of signals, especially for two-class discriminations [7].
(A ) Our experimental approach includes key features of the NPC; a mixture of FG flavors, attachment at one end, and both specific (TF) and non-specific interactions with the cellular milieu.
