发明名称 |
EVENT-DRIVEN UNIVERSAL NEURAL NETWORK CIRCUIT |
摘要 |
The present invention provides an event-driven universal neural network circuit. The circuit comprises a plurality of neural modules. Each neural module comprises multiple digital neurons such that each neuron in a neural module has a corresponding neuron in another neural module. An interconnection network comprising a plurality of digital synapses interconnects the neural modules. Each synapse interconnects a first neural module to a second neural module by interconnecting a neuron in the first neural module to a corresponding neuron in the second neural module. Corresponding neurons in the first neural module and the second neural module communicate via the synapses. Each synapse comprises a learning rule associating a neuron in the first neural module with a corresponding neuron in the second neural module. A control module generates signals which define a set of time steps for event-driven operation of the neurons and event communication via the interconnection network. |
申请公布号 |
US2013073494(A1) |
申请公布日期 |
2013.03.21 |
申请号 |
US201113235343 |
申请日期 |
2011.09.16 |
申请人 |
MODHA DHARMENDRA S.;INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
MODHA DHARMENDRA S. |
分类号 |
G06N3/04;G06N3/08 |
主分类号 |
G06N3/04 |
代理机构 |
|
代理人 |
|
主权项 |
|
地址 |
|