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There is no impact on memory storage or processing with this solution.
In practice, we find that there is very little residual aliasing using L = 4, so we believe this is a good choice for SR processing with this sensor.
The rationale behind the particle filtering approach is that as long as we generate enough samples from the distribution, further processing with this distribution can be performed using particles of the distribution rather than the actual distribution.
In addition, there are also many existing methods based on virtual images, which seem similar to ours, but most of them rely on pixel-level transformation (such as [18,19] etc).. Therefore, after processing with this approach, some features might be damaged easily.
However, after treating with cytochalasin B (at a concentration of 4 μM), no differences in mechanical properties of cells were detected and the values of their Young's modulus (0.89 ± 0.46 kPa) were significantly lower than before processing with this actin-destroying agent.
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Accordingly, we demonstrated that prestimulus activity in this network modulated subsequent visual processing, consistent with this network acting to regulate and enhance the sensory processing of the memoranda.
Previous studies have adopted the convention of considering values between 0.2 and −0.2 as indicative of bilateral processing with values outside this range being indicative of left- or right-lateralised processing (Wilke et al., 2005, 2006).
However the data processing associated with this service is done locally on the user's device — rather than via cloud processing — drawing a clear line between Apple and the user's personal data to bolster privacy.
Hence, we kept the processing cost, with this massive data flow, to the minimal level.
Experiments have shown that it is possible to reduce up to 60% the processing time with this approach.
Work is done in speeding up the processing of large amounts of data and enriching this processing with new techniques.
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