Amin Farmahini-Farahani

Title: Innovations of Amin Farmahini-Farahani

Introduction

Amin Farmahini-Farahani is a prominent inventor based in Santa Clara, California. He has made significant contributions to the field of technology, particularly in neural networks and processor efficiency. With a total of 10 patents to his name, his work continues to influence advancements in computing.

Latest Patents

One of his latest patents is titled "Runtime extension for neural network training with heterogeneous memory." This invention discloses systems, apparatuses, and methods for managing buffers in a neural network implementation that utilizes both high-capacity and low-capacity memory. The system includes a neural network connected to two types of memory, allowing for efficient buffer management during both forward and backward propagation passes. This innovation aims to reduce memory access latency, enhancing the performance of neural networks.

Another notable patent is "Compiler-assisted inter-SIMD-group register sharing." This invention focuses on efficiently sharing registers among threads in a processor. The system includes a processor, control logic, and a register file. It allows threads to acquire and release registers dynamically, optimizing resource usage based on the needs of the executing program code. This approach improves the overall efficiency of multi-threaded applications.

Career Highlights

Amin has worked with several notable companies, including Advanced Micro Devices (AMD) and ATI Technologies. His experience in these organizations has contributed to his expertise in developing innovative solutions in the tech industry.

Collaborations

Amin has collaborated with talented individuals such as David Andrew Roberts and Nuwan S Jayasena. These partnerships have fostered a creative environment that has led to the development of groundbreaking technologies.

Conclusion

Amin Farmahini-Farahani is a distinguished inventor whose work in neural networks and processor efficiency has made a lasting impact on technology. His innovative patents and collaborations highlight his commitment to advancing the field.