文件名称:
Machine Learning. A Constraint-based Approach
开发工具:
文件大小: 4mb
下载次数: 0
上传时间: 2018-07-30
详细说明： Machine Learning projects our ultimate desire to understand the essence of human intelligence onto the space of technology. As such, while it cannot be fully understood in the restricted field of computer science, it is not necessarily the search of clever emulations of human cognition. While digging into the secrets of neuroscience might stimulate refreshing ideas on computational processes behind intelligence, most of nowadays advances in machine learning rely on models mostly rooted in mathematics and on corresponding compute r implementation. Notwithstanding brain science will likely continue the path towards the intriguing connections with artificial computational schemes, one might reasonably conjecture that the basis for the emergence of cognition should not necessarily be searched in the astonishing complexity of biological solutions, but mostly in higher level computational laws. Machine learning and information-based laws of cognition. The biological solutions for supporting different forms of cognition are in fact cryptically interwound with the parallel need of supporting other fundamental life functions, like metabolism, growth, body weight regulation, and stress response. However, most human-like intelligent processes might emerge regardless of this complex environment. One might reasonably suspect that those processes be the outcome of information-based laws of cognition, that hold regardless of biology. There is clear evidence of such an invariance in specific cognitive tasks, but the challenge of artificial intelligence is daily enriching the range of those tasks.While no one is surprised anymore to see the computer power in math and logic operations, the layman is not very well aware of the outcome of challenges on games, yet. They are in fact commonly regarded as a distinctive sign of intelligence, and it is striking to realize that games are already mostly dominated by computer programs! Sam Loyd’s 15 puzzle and the Rubik’s cube are nice examples of successes of computer programs in classic puzzles. Chess, and more recently, Go clearly indicate that machines undermines the long last reign of human intelligence. However, many cognitive skills in language, vision, and motor control, that likely rely strongly on learning, are still very hard to achieve. ...展开收缩
(系统自动生成,下载前可以参看下载内容)
下载文件列表
相关说明
- 本站资源为会员上传分享交流与学习,如有侵犯您的权益,请联系我们删除.
- 本站是交换下载平台，提供交流渠道，下载内容来自于网络，除下载问题外，其它问题请自行百度。
- 本站已设置防盗链，请勿用迅雷、QQ旋风等多线程下载软件下载资源，下载后用WinRAR最新版进行解压.
- 如果您发现内容无法下载，请稍后再次尝试；或者到消费记录里找到下载记录反馈给我们.
- 下载后发现下载的内容跟说明不相乎，请到消费记录里找到下载记录反馈给我们，经确认后退回积分.
- 如下载前有疑问，可以通过点击"提供者"的名字，查看对方的联系方式，联系对方咨询.
