……面面俱到的鸿篇巨作，你应该知道它们的存在，但我未必会从那里开始。如果你对计算特别感兴趣，我建议从 David Marr 的《Vision》读起。虽然书挺老了，但他解决问题的整体思路非常值得一读。他提出从三个层面切入问题：计算层次（“执行了什么操作？”）、……
…huge books that cover a bit of everything, and you should know that they exist, but I wouldn't necessarily start there. If you're specifically interested in computation, I would start with David Marr's Vision. It's quite old, but worth reading for the general approach he takes to problem-solving. He proposes attacking a problem along three lines: at the computational level ("what operations are performed?"),…
David Marr 太牛了。我记得当年看《Vision》被彻底震撼到了。我认为比起其他任何作者，Marr 更展现了认知过程是如何能够在计算上变得可处理的（主要聚焦在视觉上，但在他之前这领域完全是一团乱麻）。我不知道这里还有什么好讨论的……
David Marr is amazing. I remember being completely awed by Vision. I think more than any other author, Marr showed that cognition could be made computationally tractable (focus on vision, but before him it was just a mess). I don't know that there's much here to discuss…
- David Marr：《Vision》，计算神经科学的基础——以及关于你的眼睛和大部如何运作的大量实际演示。- Daniel Dennett：《意识的解释》（Consciousness Explained），心智是如何运作的？- J.E Gordon：《The…
- David Marr: "Vision" The foundations of computational neroscience - and lots of practial demonstrations of how your eyes and brain work. - Daniel Dennett "Consciousness Explained" How the mind works? - J.E Gordon: "The…
……1986 年发布，它甚至还配有一本关于如何实现人工神经网络的手册。http://www.cnbc.cmu.edu/~plaut/IntroPDP/index.html 类似思路的更多内容可以在 David Marr 的《Vision: A Computational Investigation into the Human Representation and Processing of Visual Information》中找到 https://www.youtube.com/watch?v=9WcIiSCDqhE。PDP 系列书籍有一本精神续作叫作《Rethinking…
…released in 1986 It even has an accompanying manual on how to implement artificial neural networks. http://www.cnbc.cmu.edu/~plaut/IntroPDP/index.html More along this line is found in David Marr's Vision: A Computational Investigation into the Human Representation and Processing of Visual Information https://www.youtube.com/watch?v=9WcIiSCDqhE There is a spiritual successor to the PDP books called "Rethinking…
…also weird - check out the signal processing that occurs between the retina and the various parts of the visual cortex before any decent information can emerge from the signal - David Marr's 1980s book Vision is a mathematically chewy treatise on this. This leads me to start thinking that human intuition may well caused by different neural network subsystems feeding processed data into other subsystems where…
David Marr 的《Vision》 Judea Pearl 的《Heuristics》 Richard Hamming 的《The Art of Doing Science and Engineering》
Vision by David Marr Heuristics by Judea Pearl The Art of Doing Science and Engineering by Richard Hamming
……面面俱到的鸿篇巨作，你应该知道它们的存在，但我未必会从那里开始。如果你对计算特别感兴趣，我建议从 David Marr 的《Vision》读起。虽然书挺老了，但他解决问题的整体思路非常值得一读。他提出从三个层面切入问题：计算层次（“执行了什么操作？”）、……
…huge books that cover a bit of everything, and you should know that they exist, but I wouldn't necessarily start there. If you're specifically interested in computation, I would start with David Marr's Vision. It's quite old, but worth reading for the general approach he takes to problem-solving. He proposes attacking a problem along three lines: at the computational level ("what operations are performed?"),…
David Marr 太牛了。我记得当年看《Vision》被彻底震撼到了。我认为比起其他任何作者，Marr 更展现了认知过程是如何能够在计算上变得可处理的（主要聚焦在视觉上，但在他之前这领域完全是一团乱麻）。我不知道这里还有什么好讨论的……
David Marr is amazing. I remember being completely awed by Vision. I think more than any other author, Marr showed that cognition could be made computationally tractable (focus on vision, but before him it was just a mess). I don't know that there's much here to discuss…
- David Marr：《Vision》，计算神经科学的基础——以及关于你的眼睛和大部如何运作的大量实际演示。- Daniel Dennett：《意识的解释》（Consciousness Explained），心智是如何运作的？- J.E Gordon：《The…
- David Marr: "Vision" The foundations of computational neroscience - and lots of practial demonstrations of how your eyes and brain work. - Daniel Dennett "Consciousness Explained" How the mind works? - J.E Gordon: "The…
……1986 年发布，它甚至还配有一本关于如何实现人工神经网络的手册。http://www.cnbc.cmu.edu/~plaut/IntroPDP/index.html 类似思路的更多内容可以在 David Marr 的《Vision: A Computational Investigation into the Human Representation and Processing of Visual Information》中找到 https://www.youtube.com/watch?v=9WcIiSCDqhE。PDP 系列书籍有一本精神续作叫作《Rethinking…
…released in 1986 It even has an accompanying manual on how to implement artificial neural networks. http://www.cnbc.cmu.edu/~plaut/IntroPDP/index.html More along this line is found in David Marr's Vision: A Computational Investigation into the Human Representation and Processing of Visual Information https://www.youtube.com/watch?v=9WcIiSCDqhE There is a spiritual successor to the PDP books called "Rethinking…
……也很离奇——看看在信号能够形成任何像样信息之前，视网膜和视觉皮层各部分之间发生的信号处理吧——David Marr 80 年代的那本《Vision》就是关于这个话题的一部数学上啃起来挺费劲的论著。这让我开始思考，人类的直觉很可能是由不同的神经网络子系统将处理后的数据喂给其他子系统而产生的，其中……
…also weird - check out the signal processing that occurs between the retina and the various parts of the visual cortex before any decent information can emerge from the signal - David Marr's 1980s book Vision is a mathematically chewy treatise on this. This leads me to start thinking that human intuition may well caused by different neural network subsystems feeding processed data into other subsystems where…