关于建立一个研究机构以开发SP机器的建议
Proposal for the creation of a research facility for the development of the SP machine
摘要：
这是一个建议，以创建一个研究设施，以开发一个高并行版本的“SP机”，基于“SP智能理论”。我们预期新版本的SP计算机将是一个开放源码软件虚拟机，源自现有的“SP计算机模型”，并托管在现有的高性能计算机上。SP系统是一种独特的尝试，旨在简化和整合人工智能、主流计算、数学以及人类感知和认知领域的观察和概念，并将信息压缩作为统一主题。潜在的好处和应用包括帮助解决与大数据相关的问题;促进自主机器人的开发;无监督学习、自然语言处理、几种推理、多级抽象的模糊模式识别、计算机视觉、信息检索的最佳匹配和语义形式、软件工程、医学诊断、计算系统的简化、以及各种知识和各种智能的无缝集成。其他动机包括特殊目的系统有助于解决国防、安全以及侦查和预防犯罪方面的问题的潜力;在经济、社会、环境和学术标准方面以及在宣传方面的潜力;以及在研究方面产生国际影响的潜力。建议的设施的主要内容进行了说明，包括支持“SP神经”，SP机的神经版本的发展。该设施应是永久性的，即在可预见的未来都可使用，其设计应便于世界任何地方的研究人员使用。
英文摘要：
This is a proposal to create a research facility for the development of a high-parallel version of the "SP machine", based on the "SP theory of intelligence". We envisage that the new version of the SP machine will be an open-source software virtual machine, derived from the existing "SP computer model", and hosted on an existing high-performance computer. It will be a means for researchers everywhere to explore what can be done with the system and to create new versions of it. The SP system is a unique attempt to simplify and integrate observations and concepts across artificial intelligence, mainstream computing, mathematics, and human perception and cognition, with information compression as a unifying theme. Potential benefits and applications include helping to solve problems associated with big data; facilitating the development of autonomous robots; unsupervised learning, natural language processing, several kinds of reasoning, fuzzy pattern recognition at multiple levels of abstraction, computer vision, best-match and semantic forms of information retrieval, software engineering, medical diagnosis, simplification of computing systems, and the seamless integration of diverse kinds of knowledge and diverse aspects of intelligence. Additional motivations include the potential of the SP system to help solve problems in defence, security, and the detection and prevention of crime; potential in terms of economic, social, environmental, and academic criteria, and in terms of publicity; and the potential for international influence in research. The main elements of the proposed facility are described, including support for the development of "SP-neural", a neural version of the SP machine. The facility should be permanent in the sense that it should be available for the foreseeable future, and it should be designed to facilitate its use by researchers anywhere in the world.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
