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However, Boureau et al. [21,22] have considered the impact of different types of pooling both in theory and in practice.
Hence, exploiting the associativity of the max operator, we can perform the two types of pooling operations in one go, as illustrated on the right hand side of Fig. 4.
There are generally two types of pooling designs.
Table 2 Phone error rates of the CNN for various types of pooling functions Network type and training method Frame error on developmental set Phone error Developmental set Core test ReLU 34.7 16.0 18.8 Maxout 34.3 15.7 18.3 Maxout, DPT 34.2 15.8 18.1 2-norm, DPT 35.5 16.3 18.9 Maxout, hybrid DPT 33.4 15.6 18.0.
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Four types of pooled short hairpin RNA (shRNA) screens, in particular, have been used to look for genetic targets that work together with known drugs or other anticancer targets, either in an additive or synergistic fashion.
Total soil C (TSC) content in reclaimed or biologically restored minesoils consist of three types of pools namely (i) soil inorganic C (SIC), (ii) geogenic C (coal-C or fossil C) and (iii) biogenic C (plant derived recent SOC) (Ussiri and Lal 2008).
Furthermore, these results are comparable to those obtained with plasmid standards, described previously, suggesting that the method is quantitative at both types of pools.
A positive clone in a BAC plate is located by only three types of pools; the other three types of pools are used only for verification.
This pooling strategy includes three different types of pools: plate pools (PP), clone row pools (RP) and clone column pools (CP).
Both types of pools are modeled in HYDREMATS, and we do not currently distinguish between species of Anopheles mosquitoes.
This pooling strategy includes a conventional three-dimensional (3-D) stack, called plate pool, face pool and side pool, and an additional three types of pools, called row pool, column pool and diagonal pool.
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