神经网络访谈录
Talking nets
James A. Anderson、Edward Rosenfeld · 初版 1998 年
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自第二次世界大战以来，一群科学家一直致力于理解人类神经系统，并尝试构建模拟人脑能力的计算机系统。在神经网络这一领域，许多研究人员最初来自控制论，还有一些则来自神经科学、物理学、电气工程、数学、心理学甚至经济学界。在这本访谈录中，那些开创该领域的奠基人们分享了他们的童年回忆、所受的影响、投身神经网络领域的缘由，以及他们对这一领域未来的宏伟设想。
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……Suarez 的《比利·萨默斯》（Billy Summers）- Stephen King 的《别处》（Elsewhere）- Dean Koontz 荣誉提名 - 非虚构类：Jon Fasman 的《我们看透一切》（We See It All）Ron Sun 的《融合规则与联结主义以实现强健的常识推理》（Integrating Rules and Connectionism for Robust Commonsense Reasoning）James A. Anderson 的《言说之网：神经网络口述史》（Talking Nets: An Oral History of Neural Networks）John Laird 的《Soar 认知架构》（The Soar Cognitive Architecture）
…Suarez Billy Summers - Stephen King Elsewhere - Dean Koontz Honorable Mention - Non-Fiction: We See It All - Jon Fasman Integrating Rules and Connectionism for Robust Commonsense Reasoning - Ron Sun Talking Nets: An Oral History of Neural Networks - James A. Anderson The Soar Cognitive Architecture - John Laird
……Suarez 的《比利·萨默斯》（Billy Summers）- Stephen King 的《别处》（Elsewhere）- Dean Koontz 荣誉提名 - 非虚构类：Jon Fasman 的《我们看透一切》（We See It All）Ron Sun 的《融合规则与联结主义以实现强健的常识推理》（Integrating Rules and Connectionism for Robust Commonsense Reasoning）James A. Anderson 的《言说之网：神经网络口述史》（Talking Nets: An Oral History of Neural Networks）John Laird 的《Soar 认知架构》（The Soar Cognitive Architecture）
…Suarez Billy Summers - Stephen King Elsewhere - Dean Koontz Honorable Mention - Non-Fiction: We See It All - Jon Fasman Integrating Rules and Connectionism for Robust Commonsense Reasoning - Ron Sun Talking Nets: An Oral History of Neural Networks - James A. Anderson The Soar Cognitive Architecture - John Laird
你的怀疑不无道理 :) Grossberg 倒也没那么默默无闻。我推荐 Anderson 和 Rosenfeld 的《言说之网》（Talking Nets）以及 Margaret Boden 的《心智即机器》（Mind as Machine）。两本都是该领域的学术史专著。Boden 的那本要全面得多。总之如果你对……感兴趣，都很值得一读
Your skepticism is warranted :) Grossberg is not that unrecognized. I'd recommend Talking Nets by Anderson and Rosenfeld and Margaret Boden's Mind as Machine. Both are scholarly histories of the field. Boden's book is far more comprehensive. Worth reading in any case if you are interested in the…
我想你会发现，反向传播（backpropagation）在 60 年代的控制理论领域基本上被（多次）提出，并在 70 年代初首次实现。确实如此。《言说之网：神经网络口述史》（Talking Nets: An Oral History of Neural Networks）[1]这本书涵盖了大量这方面内容。读一读你就会看到，许多亲历早期神经网络历史的人都在谈论 backprop 是如何被发现又被重新发现的……
I think you'll find that backpropagation was essentially developed (multiple times) during the 60s in the field of control theory and first implemented in the early 70s. Indeed. The book Talking Nets: An Oral History of Neural Networks[1] covers a lot of this ground. Read it and you'll see many people who were involved in the early history NN's mentioning how backprop was discovered and re-discovered…
……手头没有现成的具体引文，但我得说，关于神经网络（包括反向传播）发展史的很多有趣细节，都可以在《言说之网：神经网络口述史》（Talking Nets: An Oral History of Neural Networks）[1]这本书里找到。[1]: https://www.amazon.com/Talking-Nets-History-Neural-Networks/...
…don't have specific citations in front of me, but I will say that a lot of interesting bits about the history of the development of neural networks (including backpropagation) can be found in the book Talking Nets: An Oral History of Neural Networks[1]. [1]: https://www.amazon.com/Talking-Nets-History-Neural-Networks/...
……Roland Hausser 的《自然语言通信的计算基础》（Foundations of Computation and Communication in Natural Language）[1] Ben Goertzel 的《隐藏的模式：心智的模式主义哲学》（The Hidden Pattern: A Patternist Philosophy of Mind）[2] Ron Sun 的《融合规则与联结主义以实现强健的常识推理》（Integrating Rules and Connectionism for Robust Commonsense Reasoning）[3] James A. Anderson 和 Edward Rosenfeld 编著的《言说之网：神经网络口述史》（Talking Nets: An Oral History of Neural Networks）[4] Alan Collins……的《认知科学读本：心理学与人工智能视角》（Readings in Cognitive Science: A Perspective from Psychology and Artificial Intelligence）
…Communication in Natural Language by Roland Hausser[1] The Hidden Pattern: A Patternist Philosophy of Mind by Ben Goertzel[2] Integrating Rules and Connectionism for Robust Commonsense Reasoning by Ron Sun[3] Talking Nets: An Oral History of Neural Networks by James A. Anderson (Editor), Edward Rosenfeld (Editor)[4] Readings in Cognitive Science: A Perspective from Psychology and Artificial Intelligence by Alan Collins…