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keynote:lesson01 [2011/04/24 08:20]
11021036 add more references
keynote:lesson01 [2014/05/22 08:34] (current)
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   * 人体运动合成——时间序列分析   * 人体运动合成——时间序列分析
   * 视频纹理——强化学习   * 视频纹理——强化学习
 +
 +===总结===
 +  * 机器学习就是这样简单明了的东西:​-D
 +    * 关键字:
 +      * 名词:数据、模型、模式、特征
 +      * 形容词:概率性的、统计的
 +      * 动词:拟合、推理、挖掘
 +
 +===作业===
 +  * 在你的研究方向上寻找机器学习的潜在应用
 +
 +===参考文献===
 +  * Reinforcement learning: A survey
 +<note important>​ Edit by Xinyuan Luo(骆歆远),​ <​wisp@zju.edu.cn>​ </​note>​
  
 ===未来体系结构对机器学习的支持=== ===未来体系结构对机器学习的支持===
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     * 自动并行化研究[3,​4,​5]     * 自动并行化研究[3,​4,​5]
     * 代码级别的知识学习与存储[6]     * 代码级别的知识学习与存储[6]
-    * 未来发展更高效的核间通讯[7]、新的计算模型[8]、自主进化的众核处理器架构+    * 未来发展 
 +      * 更高效的核间通讯:NoC片上光通信 
 +      * 新的计算模型:函数式编程语言、并行计算语言GPGPU 
 +      * 自主进化(可重构)的众核处理器架构
   * 参考文献   * 参考文献
     * [1] John Backus, Can programming be liberated from the von Neumann style?: a functional style and its algebra of programs, Commun. ACM, Vol. 21, No. 8. (August 1978), pp. 613-641. doi:​10.1145/​359576.359579     * [1] John Backus, Can programming be liberated from the von Neumann style?: a functional style and its algebra of programs, Commun. ACM, Vol. 21, No. 8. (August 1978), pp. 613-641. doi:​10.1145/​359576.359579
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     * [5] Guilherme Ottoni, Ram Rangan, Adam Stoler, David I. August, Automatic Thread Extraction with Decoupled Software Pipelining,​Microarchitecture,​ 2005. MICRO-38. Proceedings. 38th Annual IEEE/ACM International Symposium on In Proceedings of the 38th annual IEEE/ACM International Symposium on Microarchitecture (2005), pp. 105-118. doi:​10.1109/​MICRO.2005.13     * [5] Guilherme Ottoni, Ram Rangan, Adam Stoler, David I. August, Automatic Thread Extraction with Decoupled Software Pipelining,​Microarchitecture,​ 2005. MICRO-38. Proceedings. 38th Annual IEEE/ACM International Symposium on In Proceedings of the 38th annual IEEE/ACM International Symposium on Microarchitecture (2005), pp. 105-118. doi:​10.1109/​MICRO.2005.13
     * [6] Yushi Kamiya, Tomoaki Tsumura, Hiroshi Matsuo, Yasuhiko Nakashima, A Speculative Technique for Auto-Memoization Processor with Multithreading,​ (December 2009), pp. 160-166. doi:​10.1109/​PDCAT.2009.67     * [6] Yushi Kamiya, Tomoaki Tsumura, Hiroshi Matsuo, Yasuhiko Nakashima, A Speculative Technique for Auto-Memoization Processor with Multithreading,​ (December 2009), pp. 160-166. doi:​10.1109/​PDCAT.2009.67
-    * [7]  
  
- +<note important>​ Edit by Ye Minjiao ​(叶敏娇, 11021036), <johnye@zju.edu.cn>​ </​note>​
-===总结=== +
-  * 机器学习就是这样简单明了的东西:​-D +
-    * 关键字: +
-      * 名词:数据、模型、模式、特征 +
-      * 形容词:概率性的、统计的 +
-      * 动词:拟合、推理、挖掘 +
- +
-===作业=== +
-  * 在你的研究方向上寻找机器学习的潜在应用 +
- +
-===参考文献=== +
-  * Reinforcement learning: A survey +
-<note important>​ Edit by Xinyuan Luo(骆歆远), <wisp@zju.edu.cn>​ </​note>​+
  
 ===== 1.4 点估计 ===== ===== 1.4 点估计 =====
keynote/lesson01.1303633211.txt · Last modified: 2014/05/22 08:36 (external edit)