Dorna Kashefhaghighi

Title: Innovations of Dorna Kashefhaghighi

Introduction

Dorna Kashefhaghighi is a prominent inventor based in Menlo Park, California. He has made significant contributions to the field of artificial intelligence and sequencing technologies. With a total of 12 patents to his name, his work continues to influence advancements in these areas.

Latest Patents

One of his latest patents is titled "Bus network for artificial intelligence-based base caller." This technology involves a system that comprises a spatial convolution network and a temporal convolution network. The spatial convolution network processes a window of per-cycle sequencing image sets to generate respective per-cycle spatial feature map sets. The trained coefficients of spatial convolution filters in spatial convolution filter banks vary between sequences of spatial convolution layers. The temporal convolution network processes the per-cycle spatial feature map sets on a groupwise basis, generating respective per-group temporal feature map sets. The trained coefficients of temporal convolution filters also vary between temporal convolution filter banks.

Another notable patent is "State-based base calling." This technology incorporates state information about data from previous sequencing cycles into the analysis of data from the current sequencing cycle. For instance, when generating a base call for an Nth sequencing cycle, the technology can utilize state information from sequencing cycles 1 to N−1 to enhance the accuracy of the base calling logic.

Career Highlights

Dorna Kashefhaghighi is currently employed at Illumina Corporation, a leading company in the field of genomics. His work at Illumina has positioned him as a key player in the development of innovative sequencing technologies.

Collaborations

Dorna has collaborated with notable colleagues, including Amirali Kia and Anindita Dutta. Their combined expertise has contributed to the advancement of technologies in their respective fields.

Conclusion

Dorna Kashefhaghighi's contributions to artificial intelligence and sequencing technologies are noteworthy. His innovative patents and work at Illumina Corporation highlight his role as a leading inventor in the industry.