SoCal Chapter Meeting: Training Neural Networks for Sensors

Date

August 11, 2020

Location

Virtual

Contact us

Discussion

Schedule

Timezone: PDT

Training Neural Networks for Sensors

Vicki MORAN, FPGA Engineer

Citadel Securities

The presentation will give an overview of the 2019-2020 Harvey Mudd College Clinic program where a team of 5 students collected data from a 6-axis accelerometer, and trained neural networks to recognize gestures on a Syntiant NDP101 device. The talk will cover the project investigation, data collection, and neural network performance achieved for 3 unique gestures.

Will MCDONALD, Software Engineer Intern

Syntiant Corp.

The presentation will give an overview of the 2019-2020 Harvey Mudd College Clinic program where a team of 5 students collected data from a 6-axis accelerometer, and trained neural networks to recognize gestures on a Syntiant NDP101 device. The talk will cover the project investigation, data collection, and neural network performance achieved for 3 unique gestures.

Vicki MORAN, FPGA Engineer

Citadel Securities

Vicki recently graduated from Harvey Mudd College with a B.S. in Engineering. During her senior year, she led a group of students in a collaboration with Syntiant on a project that demonstrated the feasibility of their low power neural network chip with gesture detection applications. Vicki continued to work with the Syntiant hardware team as an intern over the summer, and will soon work full time for Citadel Securities as an FPGA engineer. While her technical interests remain quite broad, she has had the most experience in PCB design and digital systems. Her other passions include coffee, world travel, working out and social justice.

Will MCDONALD, Software Engineer Intern

Syntiant Corp.

William McDonald is a recent graduate of Harvey Mudd College with a bachelor’s degree in Engineering. He is interested in the cross section of embedded systems, signal processing, and machine learning. He is interning with Syntiant to continue the work initiated by the Harvey Mudd Clinic team. He plans to attend graduate school in the future for a master’s degree in Computer Engineering.

Schedule subject to change without notice.