Venkappa Mala

This inventor holds 8 USPTO granted patents and 3 published patent applications. Top assignees: Samsung Electronics Co., Ltd., Samsung Electronics Ltd.. Active years: 2023-2026.

USPTO Granted Patents = 8 (Patent Applications = 3)

% Patents Active = 75.0

Average Co-Inventor Count = 5.9

ph-index = 1

Company Filing History:

5 out of 132,107

Samsung Electronics Co., Ltd.

patents

3 out of 5,708

Samsung Electronics Ltd.

patents

Years Active: 2023-2026

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8 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12725004 - Neural architecture search based optimized DNN model generation for execution of tasks in electronic device (2026-09-01),

2. 12682512 - Method and electronic device for generating content using a diffusion model (2026-07-14),

3. 12585951 - Method and electronic device for generating optimal neural network (NN) model (2026-03-24),

4. 12499360 - Methods and systems for managing processing of neural network across heterogeneous processors (2025-12-16),

5. 12443444 - Method and system for predicting and optimizing resource utilization of AI applications in an embedded computing system (2025-10-14),

6. 12236331 - Method and system of DNN modularization for optimal loading (2025-02-25),

7. 12020146 - Electronic device and operating method thereof of processing neural network model by using plurality of processors (2024-06-25),

8. 11740941 - Method of accelerating execution of machine learning based application tasks in a computing device (2023-08-29),

Title: Venkappa Mala: Innovator in Neural Network Processing

Introduction

Venkappa Mala is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of artificial intelligence and neural network processing. With a total of 8 patents to his name, he continues to push the boundaries of technology.

Latest Patents

One of his latest patents is titled "Methods and systems for managing processing of neural network across heterogeneous processors." This invention provides a method, apparatus, and system for configuring a neural network across various processors. The method includes creating a unified neural network profile for multiple processors and determining the type of task requested, whether asynchronous or synchronous. It also involves parallelizing the processing of the neural network based on the task type and the unified profile.

Another notable patent is "Method and system for predicting and optimizing resource utilization of AI applications in an embedded computing system." This patent discloses a method and an optimization unit aimed at improving resource efficiency in embedded systems executing AI applications. The method includes detecting the launch of an AI application, retrieving its runtime profile, and configuring the runtime environment accordingly.

Career Highlights

Venkappa Mala is currently employed at Samsung Electronics Co., Ltd., where he applies his expertise in artificial intelligence and neural networks. His work has been instrumental in advancing the capabilities of AI applications in various computing environments.

Collaborations

He has collaborated with notable colleagues such as Sharan Kumar Allur and Brijraj Singh, contributing to innovative projects and research in the field.

Conclusion

Venkappa Mala's contributions to neural network processing and AI resource optimization highlight his role as a leading inventor in the technology sector. His patents reflect a commitment to enhancing the efficiency and effectiveness of artificial intelligence applications.