比特币是一种加密货币，是一种电子现金。它是去中心化的，这意味着它不像银行或政府那样有一个中央权威机构。另一方面，区块链是使比特币和其他加密货币得以存在的底层技术。
The underside layers which happen to be closer to your inputs (the ParallelConv1D blocks within the diagram) are frozen and also the parameters will keep unchanged at further tuning the product. The layers which are not frozen (the higher layers which might be closer for the output, very long small-term memory (LSTM) layer, as well as the classifier built up of totally linked levels while in the diagram) will be further more educated Together with the 20 EAST discharges.
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As a conclusion, our results from the numerical experiments reveal that parameter-centered transfer Discovering does assistance predict disruptions in potential tokamak with constrained knowledge, and outperforms other approaches to a big extent. Additionally, the levels during the ParallelConv1D blocks are able to extracting common and reduced-level features of disruption discharges throughout unique tokamaks. The LSTM layers, on the other hand, are purported to extract characteristics with a bigger time scale linked to particular tokamaks specifically and so are preset Together with the time scale around the tokamak pre-skilled. Unique tokamaks change greatly in resistive diffusion time scale and configuration.
These outcomes suggest that the product is a lot more sensitive to unstable events and it has a greater Fake alarm charge when making use of precursor-connected labels. With regards to disruption prediction by itself, it is often superior to own much more Open Website precursor-linked labels. Nonetheless, since the disruption predictor is designed to result in the DMS efficiently and cut down improperly raised alarms, it can be an ideal choice to utilize frequent-based labels rather then precursor-relate labels within our perform. As a result, we finally opted to make use of a relentless to label the “disruptive�?samples to strike a harmony concerning sensitivity and Bogus alarm level.
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尽管比特币它已经实现了加快交易速度的目标，但随着使用量的大幅增长，比特币网络仍面临着阻碍采用的成本和安全问题。
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出于多种因素，比特币的价格自其问世起就不太稳定。首先，相较于传统市场，加密货币市场规模和交易量都较小，因此大额交易可导致价格大幅波动。其次，比特币的价值受公众情绪和投机影响，会出现短期价格变化。此外，媒体报道、有影响力的观点和监管动态都会带来不确定性，影响供需关系，造成价格波动。
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