| 发明名称 | Transform for a neurosynaptic core circuit | ||
| 摘要 | Embodiments of the present invention provide a method for feature extraction comprising generating synaptic connectivity information for a neurosynaptic core circuit. The core circuit comprises one or more electronic neurons, one or more electronic axons, and an interconnect fabric including a plurality of synapse devices for interconnecting the neurons with the axons. The method further comprises initializing the interconnect fabric based on the synaptic connectivity information generated, and extracting a set of features from input received via the electronic axons. The set of features extracted comprises a set of features with reduced correlation. | ||
| 申请公布号 | US9406015(B2) | 申请公布日期 | 2016.08.02 |
| 申请号 | US201314142609 | 申请日期 | 2013.12.27 |
| 申请人 | International Business Machines Corporation | 发明人 | Appuswamy Rathinakumar;Flickner Myron D.;Modha Dharmendra S. |
| 分类号 | G06F15/18;G06N3/04;G06N3/063;G06N99/00 | 主分类号 | G06F15/18 |
| 代理机构 | Sherman IP LLP | 代理人 | Sherman IP LLP ;Sherman Kenneth L.;Perumal Hemavathy |
| 主权项 | 1. A method for feature extraction, comprising: generating synaptic connectivity information for a neurosynaptic core circuit, wherein the core circuit comprises one or more electronic neurons, one or more electronic axons, and an interconnect fabric including a plurality of synapse devices for interconnecting said one or more electronic neurons with said one or more electronic axons; initializing said interconnect fabric based on the synaptic connectivity information generated; receiving input via said one or more electronic axons; and extracting a set of features from the input received, wherein the set of features extracted comprises a set of features with reduced correlation. | ||
| 地址 | Armonk NY US | ||