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TagPaul Werbos

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Paul Werbos: Quantum Turing Machines

What are quantum Turing machines? In today’s Mind Matters News podcast, Dr. Robert J. Marks and Dr. Paul Werbos explore the mind-boggling science of the quantum realm. Tune in to discover Werbos’s thoughts on historical scientists such as Albert Einstein and David Deutsch, the multiverse theory, and Schrödinger’s cat. Show Notes 01:48 | Introducing Dr. Paul Werbos 02:07 | David…

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How Patent Law Has Changed for the Worse

Scientific achievement is almost impossible for the little guy anymore

During their conversation about the National Science Foundation, Drs. Robert J. Marks and Paul Werbos took a moment to discuss patent law. Their short rabbit trail ends with a grim analysis of patent law today: it’s now “almost impossible for the little guy” to secure a patent – and expensive. Patent law was considered so important to the nation’s founders that they enshrined it in the Constitution, granting Congress the authority to protect the rights of inventors to their inventions (see: Article 1, Section 8, Clause 8). “Granting exclusive rights to the inventor is intended to encourage the investment of time and resources into the development of new and useful discoveries,” explains Cornell’s Legal Information Institute. In 2011, then-President Barack…

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Artificial intelligence, connections and nucleus in concept of interconnected neurons. Abstract background with binary numbers, neural network and cloud computing.

How Marvin Minsky Inspired Artificial Neural Networks

And what Minsky said when a scientist seeking to further develop the field finally met him

Dr. Paul Werbos calls it “a soap opera you wouldn’t believe”: the story of how a young Werbos was inspired by the pioneering computer scientist to pursue the development of artificial neural networks, and how Minsky later could not support the effort for disbelief that there was a solution to its many problems. In this week’s podcast, Dr. Robert J. Marks interviewed Dr. Paul Werbos, famous for his 1974 dissertation which proposed training artificial neural networks through the use of a backpropagation of errors. The two discuss Werbos’s journey in the development of artificial neural networks and the role Marvin Minsky played throughout. This portion begins at 04:25. A partial transcript, Show Notes, and Additional Resources follow. Robert J. Marks:…