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We propose a deep convolutional neural network architecture codenamed Inception that achieves the new state of the art for classification and detection in the ImageNet Large-Scale Visual Recognition Challenge 2014 (ILSVRC14). The main hallmark of this architecture is the improved utilization of the computing resources inside the network. By a carefully crafted design, we increased the depth and width of the network while keeping the computational budget constant. To optimize quality, the architectural decisions were based on the Hebbian principle and the intuition of multi-scale processing. One particular incarnation used in our submission for ILSVRC14 is called GoogLeNet, a 22 layers deep network, the quality of which is assessed in the context of classification and detection.

B. F. Skinner. Reflections on behaviorism and society. Englewood Cliffs, NJ: Prentice Hall, 1978, xii + 209 pp., [dollar]15.95 Book Reviews 459 The authors frequently cite Ross’ (1964) book on the exceptional child in the family. While the book is 15 years old, this reviewer still requires his students to read sections of it, for Ross gives important information on parents’ feelings which come up time and again in a conference. AS with any book, the reviewer sees things he might have do

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Merrell, K. W. (1994). Assessment of behavioral, social and emotional problems: Direct and objective methods for use with children and adolescents. New York: Longman, 304 pp., [dollar]49.95 144 Book Reviews all four should be made available as reference volumes for the practicing mental health professional. Although the reader of these books will undoubtedly gain in knowledge of legal issues in the helping professions, it should be cautioned that reading the books alone is not sufficien

针对如何写好一篇优秀的学术论文问题，本文以机械专业为例作出了详细的解释，从最初的选题到学术论文撰写的要点重点，提出了较为完整的见解。本文也从遵守学术规范和道德的方面进一步阐述了如何开展有意义有价值的学术研究，对科研工作者的论文撰写具有较为重要的意义。 。

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