Distributed state via cascades of tensor decompositions and neuron activation binding on neuromorphic hardware
US11049000B2 · kind B2 · utility
0Cited by
1References
20Claims
0Family size
Assignee
Inventors
Key dates
| Filing date | Mar 27, 2018 |
| Grant date | Jun 29, 2021 |
| Priority date | — |
| Expiry date | Dec 21, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/09
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Distributed state via cascades of tensor decompositions and neuron activation binding on neuromorphic hardware is provided. In various embodiments, a kernel is divided into a plurality of subkernels. Each subkernel has less than a predetermined size. The plurality of subkernels are distributed, each to one of a plurality of neurosynaptic processors. By each of the plurality of neurosynaptic processors, one of the subkernels is applied to an input to generate a partial convolution. The partial convolutions from each of the plurality of neurosynaptic processors are combined to determine an activation.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.