| 发明名称 |
HARDWARE ARCHITECTURE FOR SIMULATING A NEURAL NETWORK OF NEURONS |
| 摘要 |
Embodiments of the invention relate to a neural network system for simulating neurons of a neural model. One embodiment comprises a memory device that maintains neuronal states for multiple neurons, a lookup table that maintains state transition information for multiple neuronal states, and a controller unit that manages the memory device. The controller unit updates a neuronal state for each neuron based on incoming spike events targeting said neuron and state transition information corresponding to said neuronal state. |
| 申请公布号 |
US2014180988(A1) |
申请公布日期 |
2014.06.26 |
| 申请号 |
US201213725452 |
申请日期 |
2012.12.21 |
| 申请人 |
INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
Alvarez-Icaza Rivera Rodrigo;Arthur John V.;Cassidy Andrew S.;Datta Pallab;Merolla Paul A.;Modha Dharmendra S. |
| 分类号 |
G06N3/04 |
主分类号 |
G06N3/04 |
| 代理机构 |
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代理人 |
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| 主权项 |
1. A neural network system, comprising:
a memory device that maintains neuronal states for multiple neurons; a lookup table that maintains state transition information for multiple neuronal states; and a controller unit that manages the memory device, wherein the controller unit updates a neuronal state for each neuron based on incoming spike events targeting said neuron and state transition information corresponding to said neuronal state. |
| 地址 |
Armonk NY US |
