Invention Grant
- Patent Title: System and method of modeling visual perception V1 area
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Application No.: US16663195Application Date: 2019-10-24
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Publication No.: US11023808B1Publication Date: 2021-06-01
- Inventor: Qin Jiang , Narayan Srinivasa
- Applicant: HRL LABORATORIES, LLC
- Applicant Address: US CA Malibu
- Assignee: HRL LABORATORIES, LLC
- Current Assignee: HRL LABORATORIES, LLC
- Current Assignee Address: US CA Malibu
- Agency: Lewis Roca Rothgerber Christie, LLP
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06K9/62 ; G06N3/063 ; G06N3/04

Abstract:
A system to detect a feature in an input image comprising a processor to evaluate a model including: four layers including: a supragranular layer, a granular layer, a first infragranular layer, and a second infragranular layer, each of the layers including a base connection structure including: an excitatory layer including a excitatory neurons arranged in a two dimensional grid; and an inhibitory layer including a inhibitory neurons arranged in a two dimensional grid; within-layer connections between the neurons of each layer in accordance with a Gaussian distribution; between-layer connections between the neurons of different layers, the probability of a neuron of a first layer of the different layers to a neuron of a second layer of the different layers in accordance with a uniform distribution; and input connections from lateral geniculate nucleus (LGN) neurons of an input LGN layer to the granular layer in accordance with a uniform distribution.
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