Semisupervised autoencoder for sentiment analysis

Z Zhang, S Zhai - US Patent 11,205,103, 2021 - Google Patents
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …

Compositions and methods for molecular labeling

M Samuels, JC Olson, A Watson, K Brown… - US Patent …, 2015 - Google Patents
2012-05-08 Assigned to RAINDANCE TECHNOLOGIES, INC. reassignment RAINDANCE
TECHNOLOGIES, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR …

Fluorocarbon emulsion stabilizing surfactants

C Holtze, DA Weitz, JB Hutchison - US Patent 9,012,390, 2015 - Google Patents
Surfactants (eg, fluorosurfactants) for stabilizing aqueous or hydrocarbon droplets in a
fluorophilic continuous phase are presented. In some embodiments, fluorosurfactants …

Sample multiplexing

D Link - US Patent 8,841,071, 2014 - Google Patents
The invention generally relates to methods for sample multiplexing. In certain embodiments,
methods of the invention obtaining a plurality of different reactant molecules, attaching a …

Methods for forming mixed droplets

Y Yurkovetsky, DR Link, JW Larson - US Patent 9,364,803, 2016 - Google Patents
The invention generally relates to methods for forming mixed droplets. In certain
embodiments, methods of the invention involve forming a droplet, and contacting the droplet …

Manipulation of microfluidic droplets

B Miller, B Hutchison, A Wilson, J Larson… - US Patent …, 2013 - Google Patents
The invention provides methods for assessing one or more predetermined characteristics or
properties of a microfluidic droplet within a microfluidic channel, and regulating one or more …

In vitro evolution in microfluidic systems

AD Griffiths, DA Weitz, DR Link, K Ahn… - US Patent …, 2014 - Google Patents
The invention describes a method for isolating one or more genetic elements encoding a
gene product having a desired activity, comprising the steps of:(a) compartmentalizing …

Microfluidic systems and methods for reducing the exchange of molecules between droplets

F Kleinschmidt, AD Griffiths, F Caron… - US Patent …, 2020 - Google Patents
US10837883B2 - Microfluidic systems and methods for reducing the exchange of
molecules between droplets - Google Patents US10837883B2 - Microfluidic systems and …

Digital analyte analysis

JW Larson, Q Zhong, DR Link - US Patent 8,535,889, 2013 - Google Patents
The invention generally relates to droplet based digital PCR and methods for analyzing a
target nucleic acid using the same. In certain embodiments, methods of the invention involve …

Vitro evolution in microfluidic systems

AD Griffiths, D Weitz, D Link, K Ahn, J Bibette - US Patent 9,029,083, 2015 - Google Patents
First worldwide family litigation filed litigation Critical https://patents. darts-ip. com/? family=
36096173&utm_source= google_patent&utm_medium= platform_link&utm_campaign …