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US Patent 11620766 Low rank matrix compression

Patent 11620766 was granted and assigned to Intel on April, 2023 by the United States Patent and Trademark Office.

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Patent Inventor Names
Amitai Armon0
Ehud Cohen0
Gal Leibovich0
Gal Novik0
Jacob Subag0
Jeremie Dreyfuss0
Lev Faivishevsky0
Tomer Bar-On0
Tomer Schwartz0
Uzi Sarel0
Yahav Shadmiy0
Yaniv Fais0
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 US Patent 11620766 Low rank matrix compression

Article

In an example, an apparatus comprises logic, at least partially including hardware logic, to implement a lossy compression algorithm which utilizes a data transform and quantization process to compress data in a convolutional neural network (CNN) layer.

Infobox
Is a
Patent
Patent
0
Patent Applicant
Intel
Intel
0
Current Assignee
Intel
Intel
0
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
116207660
Date of Patent
April 4, 2023
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Patent Application Number
173446390
Date Filed
June 10, 2021
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Patent Citations
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US Patent 10108850 Recognition, reidentification and security enhancements using autonomous machines
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US Patent 10127495 Reducing the size of a neural network through reduction of the weight matrices
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US Patent 10210860 Augmented generalized deep learning with special vocabulary
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US Patent 10334455 Real-time co-channel interference suppression
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US Patent 10402720 Decomposing convolution operation in neural networks
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US Patent 10452749 Predictable organic tile layout
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US Patent 10430706 Processor with memory array operable as either last level cache slice or neural network unit memory
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US Patent 10515307 Compressed recurrent neural network models
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US Patent 10528864 Sparse convolutional neural network accelerator
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US Patent 10572512 Detection method and information processing device
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US Patent 10692004 System and method for anomaly detection in dynamically evolving data using random neural network decomposition
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US Patent 10860922 Sparse convolutional neural network accelerator
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US Patent 10891538 Sparse convolutional neural network accelerator
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US Patent 11010691 Distributable event prediction and machine learning recognition system
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US Patent 11023580 Systems and methods for cross-product malware categorization
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US Patent 11386161 Machine-learned desking vehicle recommendation
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US Patent 11410015 Systems and methods for translating with limited attention
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US Patent 11449734 Neural network reduction device, neural network reduction method, and storage medium
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Patent Primary Examiner
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Charles L Beard
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CPC Code
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H04N 19/42
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H04N 19/436
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G06N 3/088
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G06N 3/084
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G06N 3/0481
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G06N 3/0472
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G06N 3/0454
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G06N 3/0445
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G06T 9/002
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