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From: Shuling C. <shu...@gm...> - 2013-07-12 22:05:34
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To whom it may concern, This is Shuling Chen. I am a research assistant in Dare Institute, Cambridge, MA. My supervisor Michael Lamport Commons, who is a professor from department of Psychiatry at Harvard Medical School, published a paper called "Stacked Neural Networks Must Emulate Evolution's Hierarchical Complexity" (Commons, 2008). The paper mainly discussed current issues in neural networks based on the Model of Hierarchical Complexity (Commons, Trudeau, Stein, Richards, and Krause, 1998) and provided possible solutions that can help resolve related problems. Feel free to contact me if you are interested in the paper or related topics and I will email back to you as soon as possible. Stacked Neural Networks Must Emulate Evolution's Hierarchical Complexity Abstract The missing ingredients in efforts to develop neural networks and artificial intelligence (AI) that can emulate human intelligence have been the evolutionary processes of performing tasks at increased orders of hierarchical complexity. Stacked neural networks based on the Model of Hierarchical Complexity could emulate evolution’s actual learning processes and behavioral reinforcement. Theoretically, this should result in stability and reduce certain programming demands. The eventual success of such methods begs questions of humans’ survival in the face of androids of superior intelligence and physical composition. These raise future moral questions worthy of speculation. Reference: Commons, M. L. (2008). Stacked Neural Networks Must Emulate Evolution's Hierarchical Complexity. *World Futures*, *64*(5-7), 444-451. Commons, M. L., Trudeau, E. J., Stein, S. A., Richards, F. A., & Krause, S. R. (1998). Hierarchical complexity of tasks shows the existence of developmental stages. *Developmental Review*, *18*(3), 237-278. -- Regards, Shuling Chen Research Assistant Dare Institute 234 Huron Avenue Cambridge, MA 02138 Phone: 631-406-3488Email Address: shu...@gm... |
From: Weiliang C. <w....@oi...> - 2009-12-07 08:00:07
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This is a test message. |