Most of the training parameters were fixed for all experiments: Adam [17] was used for optimisation with a learning rate of 10‚àí4 and asynchronous updates on 16 threads using the Hogwild! algorithm [23]; the initial halting unit bias mentioned in Equation (5) was 1; and the term from Equation (7) was 0.01.
Sample text:```To train our CNN for classification, we set initial learning rate to 0.01 and optimize cross-entropy loss with Adagrad [26].```
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Sample text:```Sixteen other subjects took part in studies of lower intensity but more prolonged exercise comprising 45 min at 70% _ VO2peak then to fatigue at 90% _ VO2peak [3, 4].```
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Sample text:```In this study, we generalized previous results regarding the quasi-Gaussian shape and the scalar property using the SBF model [13,21,52].```
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Sample text:```It is also in agreement with those of Stansley et al. (1997) who obtained high mortality in R. palustris tadpoles, exposed from the egg stage for 10 days to a total mean lead concentration of 1.670 and 0.944 mg Pb/l.```
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Sample text:```Although the time-constants of the learning window used in this study were much shorter than those reported for hippocampal neurons by Bi and Poo [27] (viz.```
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Sample text:```Following the experimental design proposed in Yannakakis and Hallam (2007c) and Yannakakis et al. (2008) for effectively capturing the level of entertainment, the test-bed game under investigation is played in variants.```
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Sample text:```Only one published paper (Enock et al. 2014) has examined this question, and thatwas in the context of anABM training study.```
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Sample text:```The existence of time delay may lead to some more complicated dynamic behaviors such as oscillation, divergence, chaos, instability or other poor performance of the neural networks [6].```
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Sample text:```…posttraining and follow-up was moderate in size after self-study instruction (mean d = −0.57; Martino et al., 2011; Miller et al., 2004; Moyers et al., 2008; Sholomskas et al., 2005) and after didactic workshop training (mean d = −0.55; Baer et al., 2004; Miller et al., 2004; Moyers et al., 2008).```
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Sample text:```Sixteen other subjects took part in studies of lower intensity but more prolonged exercise comprising 45 min at 70% _ VO2peak then to fatigue at 90% _ VO2peak [3, 4].```
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Sample text:```Following the experimental design proposed in Yannakakis and Hallam (2007c) and Yannakakis et al. (2008) for effectively capturing the level of entertainment, the test-bed game under investigation is played in variants.```
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Sample text:```Discrepancies analogous to those between our results and those of simulations have, indeed, recently been observed in the case of the binary perceptron [18], the pspin interaction spin glass [19], and in the case of fluctuating manifolds in random media [20], where dynamically frozen phases were observed in regions of parameter space in which static approaches yielded ergodic phases.```
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Sample text:```Our heritability result is generally in agreement with the studies of Kien et al. (2008) in Eucalyptus urophylla and Zhao et al. (2014a) in poplar.```
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Sample text:```Although the time-constants of the learning window used in this study were much shorter than those reported for hippocampal neurons by Bi and Poo [27] (viz.```
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Sample text:```…methods rely on some additional and often heuristic step to generate an initial solution, such as adversarially-trained neural networks [Conneau et al., 2018, Zhang et al., 2017a,b], robust self-learning [Artetxe et al., 2018b] or
5This can be easily verified by noting that the…```
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Sample text:```In this study, we generalized previous results regarding the quasi-Gaussian shape and the scalar property using the SBF model [13,21,52].```
Sample intent: result