Structural plasticity in spiking neural networks with symmetric dual of an electronic neuron
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United States of America Patent
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-
Jan 30, 2018
Issued Date -
N/A
app pub date -
Nov 17, 2016
filing date -
May 31, 2011
priority date (Note) -
In Force
status (Latency Note)
Importance
Abstract
A neural system comprises multiple neurons interconnected via synapse devices. Each neuron integrates input signals arriving on its dendrite, generates a spike in response to the integrated input signals exceeding a threshold, and sends the spike to the interconnected neurons via its axon. The system further includes multiple noruens, each noruen is interconnected via the interconnect network with those neurons that the noruen's corresponding neuron sends its axon to. Each noruen integrates input spikes from connected spiking neurons and generates a spike in response to the integrated input spikes exceeding a threshold. There can be one noruen for every corresponding neuron. For a first neuron connected via its axon via a synapse to dendrite of a second neuron, a noruen corresponding to the second neuron is connected via its axon through the same synapse to dendrite of the noruen corresponding to the first neuron.
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International Classification(s)
- 2016 Application Filing Year
- G06N Class
- 4474 Applications Filed
- 2715 Patents Issued To-Date
- 60.69 % Issued To-Date
Cited Art Landscape
Patent Citation Ranking
- 2 Citation Count
- G06N Class
- 26.34 % this patent is cited more than
- 7 Age
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