Imitating the Brain with Neurocomputer A “New” Way Towards Artificial General Intelligence
文献类型：期刊论文
| 作者 | Tie-Jun Huang |
| 刊名 | International Journal of Automation and Computing
 |
| 出版日期 | 2017 |
| 卷号 | 14期号:5页码:520-531 |
| 关键词 | Artificial general intelligence (AGI) neuromorphic computing neurocomputer brain-like intelligence imitationalism. |
| ISSN号 | 1476-8186 |
| DOI | 10.1007/s11633-017-1082-y |
| 文献子类 | IJAC-HIC-2016-10-266.pdf |
| 英文摘要 | To achieve the artificial general intelligence (AGI), imitate the intelligence? or imitate the brain? This is the question! Most artificial intelligence (AI) approaches set the understanding of the intelligence principle as their premise. This may be correct to implement specific intelligence such as computing, symbolic logic, or what the AlphaGo could do. However, this is not correct for AGI, because to understand the principle of the brain intelligence is one of the most difficult challenges for our human beings. It is not wise to set such a question as the premise of the AGI mission. To achieve AGI, a practical approach is to build the so-called neurocomputer, which could be trained to produce autonomous intelligence and AGI. A neurocomputer imitates the biological neural network with neuromorphic devices which emulate the bio-neurons, synapses and other essential neural components. The neurocomputer could perceive the environment via sensors and interact with other entities via a physical body. The philosophy under the “new” approach, so-called as imitationalism in this paper, is the engineering methodology which has been practiced for thousands of years, and for many cases, such as the invention of the first airplane, succeeded. This paper compares the neurocomputer with the conventional computer. The major progress about neurocomputer is also reviewed. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/42476]  |
| 专题 | 自动化研究所_学术期刊_International Journal of Automation and Computing |
| 作者单位 | School of Electronic Engineering and Computer Science, Peking University, Beijing 100871, China |
| 推荐引用方式 GB/T 7714 | Tie-Jun Huang. Imitating the Brain with Neurocomputer A “New” Way Towards Artificial General Intelligence[J]. International Journal of Automation and Computing,2017,14(5):520-531. |
| APA | Tie-Jun Huang.(2017).Imitating the Brain with Neurocomputer A “New” Way Towards Artificial General Intelligence.International Journal of Automation and Computing,14(5),520-531. |
| MLA | Tie-Jun Huang."Imitating the Brain with Neurocomputer A “New” Way Towards Artificial General Intelligence".International Journal of Automation and Computing 14.5(2017):520-531. |
入库方式： OAI收割
来源：自动化研究所
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