Location History:
- Portland, OR (US) (2022 - 2024)
- Santa Clara, CA (US) (2022 - 2024)
Company Filing History:
Years Active: 2022-2024
Title: Innovations of Mariano Tepper
Introduction
Mariano Tepper is a prominent inventor based in Portland, OR (US), known for his significant contributions to technology and engineering. With a total of 14 patents to his name, Tepper has made remarkable advancements in the fields of memory technology and neural networks.
Latest Patents
Among his latest patents are technologies for performing sparse lifting and Procrustean orthogonal sparse hashing using column read-enabled memory. This invention includes a device that features memory that is column addressable, along with circuitry connected to the memory. The circuitry is designed to add a set of input data vectors to the memory as binary dimensionally expanded vectors, which involves multiplying each input data vector with a projection matrix. Additionally, the circuitry produces a search hash code from a search data vector by multiplying it with the projection matrix. It also determines the Hamming distance between the search hash code and each of the binary dimensionally expanded vectors. Another notable patent involves neural network verification based on cognitive trajectories. This technology identifies a cognitive space that serves as a compressed representation of activations of a neural network. It maps a plurality of activations to a cognitive initial point and a cognitive destination point in the cognitive space, generating a cognitive trajectory that traverses from the initial to the destination point.
Career Highlights
Mariano Tepper is currently employed at Intel Corporation, where he continues to innovate and develop cutting-edge technologies. His work at Intel has positioned him as a key player in advancing memory and neural network technologies.
Collaborations
Throughout his career, Tepper has collaborated with notable colleagues, including Dipanjan Sengupta and Javier Sebastian Turek. These collaborations have further enhanced his research and development efforts.
Conclusion
Mariano Tepper's contributions to technology through his patents and work at Intel Corporation highlight his role as a leading inventor in the field. His innovative approaches to memory technology and neural networks continue to influence advancements in these areas.