Deep learning-based techniques for training deep convolutional neural networks

H Gao, F Kai-How, L Sundaram, JF McRAE - US Patent 10,423,861, 2019 - Google Patents
The technology disclosed relates to constructing a convolutional neural network-based
classifier for variant classification. In particular, it relates to training a convolutional neural …

Systems and methods for improved image textures

A Amitay - US Patent 10,311,326, 2019 - Google Patents
Methods and systems for image texture enhancement are disclosed. In some aspects,
texture information for a plurality of object types is stored in a database. Objects are …

Deep convolutional neural networks for variant classification

L Sundaram, F Kai-How, H Gao… - US Patent …, 2022 - Google Patents
The technology disclosed relates to constructing a convolutional neural network-based
classifier for variant classification. In particular, it relates to training a convolutional neural …

Low rank matrix compression

T Bar-On, J Subag, Y Fais, J Dreyfuss, G Novik… - US Patent …, 2021 - Google Patents
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 …

System and method for portable active 3D scanning

A Hazeghi, G Pasqualotto, K Blackstone… - US Patent …, 2020 - Google Patents
A method for generating a three-dimensional model of an object, by a scanning system
including a client-side device including: an acquisition system configured to capture images; …

Artificial intelligence-based sequencing

K Jaganathan, A Dutta, D Kashefhaghighi… - US Patent …, 2022 - Google Patents
The technology disclosed processes a first input through a first neural network and produces
a first output. The first input comprises first image data derived from images of analytes and …

Artificial intelligence-based base calling

K Jaganathan, JR Gobbel, KIA Amirali - US Patent 11,783,917, 2023 - Google Patents
The technology disclosed processes input data through a neural network and produces an
alternative representation of the input data. The input data includes per-cycle image data for …

Object detection using neural network systems

D Roblek, C Szegedy, JS Jurewicz - US Patent 10,467,493, 2019 - Google Patents
Abstract Systems, methods, and apparatus, including computer programs encoded on a
computer storage medium. In one aspect, a system includes initial neural network layers …

Training data generation for artificial intelligence-based sequencing

A Dutta, D Kashefhaghighi, KIA Amirali - US Patent 11,347,965, 2022 - Google Patents
The technology disclosed relates to generating ground truth training data to train a neural
network-based template generator for cluster metadata determination task. In particular, it …

Artificial intelligence-based generation of sequencing metadata

A Dutta, D Kashefhaghighi, KIA Amirali - US Patent 11,210,554, 2021 - Google Patents
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