Nov 18 – 22, 2024
America/New_York timezone

Neuromorphic Computing for Scientific Applications

Nov 21, 2024, 6:20 PM
30m
Ballroom (272) A (Student Union)

Ballroom (272) A

Student Union

Plenary Presentation RDC4: Readout and ASICs Plenary session

Speaker

Catherine Schuman (University of Tennessee)

Description

Neuromorphic computing is a popular technology for the future of computing where inspiration from biological brain is used to motivate new hardware, software, and algorithm design. In this talk, I will overview the field of neuromorphic computing and give an introduction to spiking neural networks. I will present several examples of real-world applications of FPGA-based neuromorphic systems for scientific applications, as well as discuss opportunities for future custom-chip neuromorphic systems for high energy physics applications.

Primary author

Catherine Schuman (University of Tennessee)

Presentation materials