公开(公告)号：US20160086076A1

公开(公告)日：2016-03-24

申请号：US14491711

申请日：2014-09-19

申请人： International Business Machines Corporation

发明人： Rodrigo Alvarez-Icaza Rivera ,  John V. Arthur ,  Andrew S. Cassidy ,  Steven K. Esser ,  Myron D. Flickner ,  Bryan L. Jackson ,  Paul A. Merolla ,  Dharmendra S. Modha ,  Jun Sawada ,  Benjamin G. Shaw

IPC分类号： G06N3/08

CPC分类号： G06N3/06

摘要： One embodiment of the invention provides a system comprising at least one spike-to-data converter unit for converting spike event data generated by neurons to output numeric data. Each spike-to-data converter unit is configured to support one or more spike codes.

摘要翻译： 本发明的一个实施例提供一种包括至少一个尖峰到数据转换器单元的系统，用于将由神经元产生的尖峰事件数据转换成输出数字数据。 每个峰值到数据转换器单元被配置为支持一个或多个尖峰码。

公开(公告)号：US10832125B2

公开(公告)日：2020-11-10

申请号：US15908415

申请日：2018-02-28

申请人： International Business Machines Corporation

发明人： Arnon Amir ,  Rathinakumar Appuswamy ,  Pallab Datta ,  Myron D. Flickner ,  Paul A. Merolla ,  Dharmendra S. Modha ,  Benjamin G. Shaw

IPC分类号： G06N3/06 ,  G06N3/04 ,  G06N3/10 ,  G06N3/08

摘要： One embodiment of the invention provides a system for mapping a neural network onto a neurosynaptic substrate. The system comprises a metadata analysis unit for analyzing metadata information associated with one or more portions of an adjacency matrix representation of the neural network, and a mapping unit for mapping the one or more portions of the matrix representation onto the neurosynaptic substrate based on the metadata information.

公开(公告)号：US10755165B2

公开(公告)日：2020-08-25

申请号：US15812616

申请日：2017-11-14

申请人： International Business Machines Corporation

发明人： Rodrigo Alvarez-Icaza Rivera ,  John V. Arthur ,  Andrew S. Cassidy ,  Steven K. Esser ,  Myron D. Flickner ,  Bryan L. Jackson ,  Paul A. Merolla ,  Dharmendra S. Modha ,  Jun Sawada ,  Benjamin G. Shaw

IPC分类号： G06N3/06

摘要： One embodiment of the invention provides a system comprising at least one spike-to-data converter unit for converting spike event data generated by neurons to output numeric data. Each spike-to-data converter unit is configured to support one or more spike codes.

公开(公告)号：US20180189637A1

公开(公告)日：2018-07-05

申请号：US15908415

申请日：2018-02-28

申请人： International Business Machines Corporation

发明人： Arnon Amir ,  Rathinakumar Appuswamy ,  Pallab Datta ,  Myron D. Flickner ,  Paul A. Merolla ,  Dharmendra S. Modha ,  Benjamin G. Shaw

IPC分类号： G06N3/06 ,  G06N3/10 ,  G06N3/04 ,  G06N3/08

CPC分类号： G06N3/061 ,  G06N3/049 ,  G06N3/08 ,  G06N3/105

摘要： One embodiment of the invention provides a system for mapping a neural network onto a neurosynaptic substrate. The system comprises a metadata analysis unit for analyzing metadata information associated with one or more portions of an adjacency matrix representation of the neural network, and a mapping unit for mapping the one or more portions of the matrix representation onto the neurosynaptic substrate based on the metadata information.

公开(公告)号：US09984323B2

公开(公告)日：2018-05-29

申请号：US14669575

申请日：2015-03-26

申请人： International Business Machines Corporation

发明人： Arnon Amir ,  Pallab Datta ,  Dharmendra S. Modha ,  Benjamin G. Shaw

IPC分类号： G06F15/18 ,  G06N3/00 ,  G06N3/063 ,  G06N3/04 ,  G06N3/08 ,  G06N3/10

CPC分类号： G06N3/063 ,  G06N3/049 ,  G06N3/082 ,  G06N3/105

摘要： Embodiments of the invention provide a method comprising maintaining a library of one or more compositional prototypes. Each compositional prototype is associated with a neurosynaptic program. The method further comprises searching the library based on one or more search parameters. At least one compositional prototype satisfying the search parameters is selected. A neurosynaptic network is generated or extended by applying one or more rules associated with the selected compositional prototypes.

公开(公告)号：US11176446B2

公开(公告)日：2021-11-16

申请号：US15924054

申请日：2018-03-16

申请人： International Business Machines Corporation

发明人： Arnon Amir ,  Pallab Datta ,  Dharmendra S. Modha ,  Benjamin G. Shaw

IPC分类号： G06N3/063 ,  G06N3/04 ,  G06N3/08 ,  G06N3/10

摘要： Embodiments of the invention provide a method comprising maintaining a library of one or more compositional prototypes. Each compositional prototype is associated with a neurosynaptic program. The method further comprises searching the library based on one or more search parameters. At least one compositional prototype satisfying the search parameters is selected. A neurosynaptic network is generated or extended by applying one or more rules associated with the selected compositional prototypes.

公开(公告)号：US20180082174A1

公开(公告)日：2018-03-22

申请号：US15812616

申请日：2017-11-14

申请人： International Business Machines Corporation

发明人： Rodrigo Alvarez-Icaza Rivera ,  John V. Arthur ,  Andrew S. Cassidy ,  Steven K. Esser ,  Myron D. Flickner ,  Bryan L. Jackson ,  Paul A. Merolla ,  Dharmendra S. Modha ,  Jun Sawada ,  Benjamin G. Shaw

IPC分类号： G06N3/06

CPC分类号： G06N3/06

摘要： One embodiment of the invention provides a system comprising at least one spike-to-data converter unit for converting spike event data generated by neurons to output numeric data. Each spike-to-data converter unit is configured to support one or more spike codes.

公开(公告)号：US20160283840A1

公开(公告)日：2016-09-29

申请号：US14669575

申请日：2015-03-26

申请人： International Business Machines Corporation

发明人： Arnon Amir ,  Pallab Datta ,  Dharmendra S. Modha ,  Benjamin G. Shaw

IPC分类号： G06N3/063 ,  G06N3/04 ,  G06F17/30

CPC分类号： G06N3/063 ,  G06N3/049 ,  G06N3/082 ,  G06N3/105

摘要： Embodiments of the invention provide a method comprising maintaining a library of one or more compositional prototypes. Each compositional prototype is associated with a neurosynaptic program. The method further comprises searching the library based on one or more search parameters. At least one compositional prototype satisfying the search parameters is selected. A neurosynaptic network is generated or extended by applying one or more rules associated with the selected compositional prototypes.

摘要翻译： 本发明的实施方案提供了一种方法，其包括维持一种或多种组合原型的文库。 每个组成原型与神经轴突程序相关联。 该方法还包括基于一个或多个搜索参数来搜索库。 选择满足搜索参数的至少一个组成原型。 通过应用与所选择的组合原型相关联的一个或多个规则来生成或扩展神经突触网络。

公开(公告)号：US20160275395A1

公开(公告)日：2016-09-22

申请号：US14662115

申请日：2015-03-18

申请人： International Business Machines Corporation

发明人： Arnon Amir ,  Rathinakumar Appuswamy ,  Pallab Datta ,  Myron D. Flickner ,  Paul A. Merolla ,  Dharmendra S. Modha ,  Benjamin G. Shaw

IPC分类号： G06N3/06 ,  G06N3/08

CPC分类号： G06N3/061 ,  G06N3/049 ,  G06N3/08 ,  G06N3/105

摘要： One embodiment of the invention provides a system for mapping a neural network onto a neurosynaptic substrate. The system comprises a metadata analysis unit for analyzing metadata information associated with one or more portions of an adjacency matrix representation of the neural network, and a mapping unit for mapping the one or more portions of the matrix representation onto the neurosynaptic substrate based on the metadata information.

摘要翻译： 本发明的一个实施例提供了一种用于将神经网络映射到神经突触基底上的系统。 该系统包括用于分析与神经网络的邻接矩阵表示的一个或多个部分相关联的元数据信息的元数据分析单元，以及用于基于元数据将矩阵表示的一个或多个部分映射到神经突触底物上的映射单元 信息。

公开(公告)号：US10769519B2

公开(公告)日：2020-09-08

申请号：US15812589

申请日：2017-11-14

申请人： International Business Machines Corporation

发明人： Rodrigo Alvarez-Icaza Rivera ,  John V. Arthur ,  Andrew S. Cassidy ,  Steven K. Esser ,  Myron D. Flickner ,  Bryan L. Jackson ,  Paul A. Merolla ,  Dharmendra S. Modha ,  Jun Sawada ,  Benjamin G. Shaw

IPC分类号： G06N3/06

摘要： One embodiment of the invention provides a system comprising at least one data-to-spike converter unit for converting input numeric data received by the system to spike event data. Each data-to-spike converter unit is configured to support one or more spike codes.