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Download e-book for iPad: Advances in Brain Inspired Cognitive Systems: 8th by Cheng-Lin Liu, Amir Hussain, Bin Luo, Kay Chen Tan, Yi Zeng,

By Cheng-Lin Liu, Amir Hussain, Bin Luo, Kay Chen Tan, Yi Zeng, Zhaoxiang Zhang

ISBN-10: 3319496840

ISBN-13: 9783319496849

ISBN-10: 3319496859

ISBN-13: 9783319496856

This publication constitutes the refereed lawsuits of the eighth overseas convention on mind encouraged Cognitive structures, BICS 2016, held in Beijing, China, in November 2016. The 32 complete papers provided have been conscientiously reviewed and chosen from forty three submissions. They talk about the rising components and demanding situations, current the state-of-the-art of brain-inspired cognitive structures examine and functions in diversified fields by means of masking many subject matters in mind encouraged cognitive structures similar examine together with biologically encouraged platforms, cognitive neuroscience, versions recognition, and neural computation.

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Extra resources for Advances in Brain Inspired Cognitive Systems: 8th International Conference, BICS 2016, Beijing, China, November 28-30, 2016, Proceedings

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An example of a quatrain. The rhyming characters are in boldface, and the tonal pattern is shown at the end of each line, where ‘P’ indicates level tone and ‘Z’ indicates downward tone, and ‘*’ indicates the tone can be either. a consistent theme as well as a unique emotion. For this reason, it is widely admitted that traditional Chinese poetry generation is highly difficult. Among all the genres of traditional Chinese poetry, perhaps the most popular is the quatrain, a special style with a strict structure (four lines with five or seven characters per line), a regulated rhythmical form (the last characters in the second and fourth lines must follow the same rhythm), and a required tonal pattern (tones of characters in some positions should satisfy some pre-defined regulations).

In this section, we follow this idea and utilize FT to evaluate the poetry generation models. Specifically, we distributed the 30 themes to some experts in traditional Chinese poem generation5 . We asked these experts to select one theme that they are most favor so that the quality can be ensured. 5 These experts were nominated by professors in the field of traditional Chinese poetry research. 44 Q. Wang et al. 98% (b) Fig. 2. Decision option for (a) human-written (b) machine-generated poems. We received 144 submissions.

B. Train the HCNN on the data acquired from three other subjects, and then test HCNN on a new subject. C. Pre-train the HCNN on the data of three other subjects, and fine-tune it by the data of a new subject, and then test the HCNN on the new subject. 4 Results Before showing the classification performance, we plan to illustrate the complexity of the previous task. We introduce Adjusted Cosine Similarity (ACS) as criterion to measure the similarity of features for three emotion states. ACS computes the cosine value of two sets of spatial vector, and the bigger the value is, the smaller the angel is, so the more confidence we acquire to assert that the two vectors are the same.

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Advances in Brain Inspired Cognitive Systems: 8th International Conference, BICS 2016, Beijing, China, November 28-30, 2016, Proceedings by Cheng-Lin Liu, Amir Hussain, Bin Luo, Kay Chen Tan, Yi Zeng, Zhaoxiang Zhang


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