Company Filing History:
Years Active: 2023-2025
Title: Ilya Perminov: Innovator in Artificial Neural Networks
Introduction
Ilya Perminov is a notable inventor based in Vancouver, Canada. He has made significant contributions to the field of artificial intelligence, particularly in enhancing the performance of artificial neural networks. With a total of two patents to his name, Perminov is recognized for his innovative approaches to technology.
Latest Patents
Ilya Perminov's latest patents focus on systems and methods for enhancing inferential accuracy of artificial neural networks during training on mixed-signal integrated circuits. These patents detail a system and method that involves identifying channel feedback values during simulated training. If these values do not meet a specific threshold, a channel equalization factor is computed. Additionally, the method includes identifying layer feedback values and determining a composite scaling factor when necessary. This innovative approach aims to improve the training process of artificial neural networks, ensuring better performance and accuracy.
Career Highlights
Perminov is currently employed at Mythic, Inc., where he continues to develop cutting-edge technologies in artificial intelligence. His work is instrumental in advancing the capabilities of neural networks, making them more efficient and effective in various applications.
Collaborations
Ilya has collaborated with notable colleagues such as David Alan Fick and Daniel Graves. These partnerships have fostered a creative environment that encourages innovation and the sharing of ideas.
Conclusion
Ilya Perminov is a prominent figure in the realm of artificial intelligence, with a focus on improving neural network training methods. His contributions through patents and collaborations highlight his commitment to advancing technology in meaningful ways.