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Ravinder Devarajan

This inventor holds 11 USPTO granted patents and 2 published patent applications. Top assignees: Sas Institute Inc., North Carolina State University, Sas Industries Inc.. Active years: 2016-2019.

USPTO Granted Patents = 11 (Patent Applications = 2)

% Patents Active = 100.0

Average Co-Inventor Count = 9.0

ph-index = 5

Forward Citations = 44(Granted Patents)

Company Filing History:

North Carolina State University

where one patent can have more than one assignee

Years Active: 2016-2019

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11 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 10324983 - Interactive visualizations for a recurrent neural network (2019-06-18),

2. 10192001 - Visualizing convolutional neural networks (2019-01-29),

3. 10048826 - Interactive visualizations of a convolutional neural network (2018-08-14),

4. 9934462 - Visualizing deep neural networks (2018-04-03),

5. 9760273 - Overview axis having a different graph element type (2017-09-12),

6. 9704097 - Automatically constructing training sets for electronic sentiment analysis (2017-07-11),

7. 9678652 - Automatic data sharing between multiple graph elements (2017-06-13),

8. 9671950 - Sample data computation for rendering of graph elements (2017-06-06),

9. 9658759 - User adjustable data sharing between multiple graph elements (2017-05-23),

10. 9645727 - Drag and drop of graph elements (2017-05-09),

11. 9443336 - Proportional highlighting of data (2016-09-13),

Title: Ravinder Devarajan: Innovator in Neural Network Visualization

Introduction

Ravinder Devarajan is a prominent inventor based in Cary, NC (US), known for his significant contributions to the field of neural networks. With a total of 11 patents to his name, he has made remarkable strides in the visualization of complex neural network architectures.

Latest Patents

One of his latest patents focuses on interactive visualizations for recurrent neural networks (RNNs). This innovation allows for the visualization of RNNs by processing data at the gate during a sequence of time steps. The processor can group nodes into clusters and generate graphical elements that visually indicate how the values of the nodes in a cluster change over time. Another notable patent involves visualizing convolutional neural networks (CNNs). This patent describes a graphical user interface (GUI) that includes a matrix of symbols representing feature-map values, as well as a node-link diagram that illustrates the connections between layers in a feed-forward neural network.

Career Highlights

Ravinder has worked with esteemed organizations such as SAS Institute Inc. and North Carolina State University. His experience in these institutions has allowed him to develop and refine his innovative ideas in neural network visualization.

Collaborations

Ravinder has collaborated with notable individuals in his field, including Jordan Riley Benson and David James Caira. These partnerships have contributed to the advancement of his research and inventions.

Conclusion

Ravinder Devarajan's work in neural network visualization has paved the way for enhanced understanding and application of these complex systems. His innovative patents and collaborations highlight his significant impact on the field.

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