发表于2024-11-02
Perceptrons 2024 pdf epub mobi 电子书
图书标签: 计算机 人工智能 机器学习 AI 人工神经网络 Math papert neural
Perceptrons - the first systematic study of parallelism in computation - has remained a classical work on threshold automata networks for nearly two decades. It marked a historical turn in artificial intelligence, and it is required reading for anyone who wants to understand the connectionist counterrevolution that is going on today.Artificial-intelligence research, which for a time concentrated on the programming of ton Neumann computers, is swinging back to the idea that intelligence might emerge from the activity of networks of neuronlike entities. Minsky and Papert's book was the first example of a mathematical analysis carried far enough to show the exact limitations of a class of computing machines that could seriously be considered as models of the brain. Now the new developments in mathematical tools, the recent interest of physicists in the theory of disordered matter, the new insights into and psychological models of how the brain works, and the evolution of fast computers that can simulate networks of automata have given Perceptrons new importance.Witnessing the swing of the intellectual pendulum, Minsky and Papert have added a new chapter in which they discuss the current state of parallel computers, review developments since the appearance of the 1972 edition, and identify new research directions related to connectionism. They note a central theoretical challenge facing connectionism: the challenge to reach a deeper understanding of how "objects" or "agents" with individuality can emerge in a network. Progress in this area would link connectionism with what the authors have called "society theories of mind."Marvin L. Minsky is Donner Professor of Science in MIT's Electrical Engineering and Computer Science Department. Seymour A. Papert is Professor of Media Technology at MIT.
看了大致前5章~写的挺清晰的~没有继续坚持下去~奈何能力不够…
评分看了大致前5章~写的挺清晰的~没有继续坚持下去~奈何能力不够…
评分看了大致前5章~写的挺清晰的~没有继续坚持下去~奈何能力不够…
评分看了大致前5章~写的挺清晰的~没有继续坚持下去~奈何能力不够…
评分看了大致前5章~写的挺清晰的~没有继续坚持下去~奈何能力不够…
Perceptrons 2024 pdf epub mobi 电子书