Company Filing History:
Years Active: 2023-2025
Title: Tajana Rosing: Innovator in Hyperdimensional Computing
Introduction
Tajana Rosing is a prominent inventor based in San Diego, CA, known for her groundbreaking work in hyperdimensional computing. With a focus on developing methods and systems for programmable devices, she has made significant contributions to the field of machine learning and data encoding.
Latest Patents
Tajana Rosing holds 3 patents that showcase her innovative approach to hyperdimensional computing. Her latest patents include:
1. **Methods and systems configured to specify resources for hyperdimensional computing implemented in programmable devices using a parameterized template for hyperdimensional computing**. This patent describes a method for defining circuit implementations in programmable devices by receiving specifications for a hyperdimensional computing machine learning application. It involves determining parameters for a template architecture and generating code to allocate resources within the programmable device.
2. **Systems, circuits and computer program products providing a framework for secured collaborative training using hyper-dimensional vector based data encoding/decoding and related methods**. This patent outlines a computing system that includes clients outside a cloud-based environment, where each client encodes original data with a unique secret key to generate data hypervectors. The collaborative machine learning system operates on these hypervectors to train models or generate inferences.
Career Highlights
Tajana Rosing is affiliated with the University of California, where she continues to advance her research in hyperdimensional computing. Her work has garnered attention for its potential applications in various fields, including artificial intelligence and data security.
Collaborations
Tajana collaborates with notable colleagues such as Mohsen Imani and Sahand Salamat, contributing to a dynamic research environment that fosters innovation and discovery.
Conclusion
Tajana Rosing's contributions to hyperdimensional computing and her innovative patents position her as a leading figure in the field. Her work not only enhances the capabilities of programmable devices but also paves the way for future advancements in machine learning and data processing.