Description
This highly innovative project aims to developi an energy-efficient and high-performing sensor-based neuromorphic Organic Processing Unit (OPU). The OPU is an advanced computational system combining neuromorphic computing principles, organic (cellular) materials, and sensor integration to deliver sustainable and high-performance data processing. The OPU can learn, adapt, and store information in ways similar to the human brain by using neurons derived from human induced pluripotent stem cells. Designed to emulate the functionality of biological neural networks, OPU utilises spiking neural networks for event-driven processing, drastically reducing energy consumption compared to traditional computing architectures. Its hardware leverages organic field-effect transistors and memristors, which enable flexible, lightweight, and environmentally friendly designs, making it ideal for applications in wearable technology, healthcare monitoring, and environmental systems. With biocompatible and scalable organic materials, the OPU will be a transformative solution for integrating intelligent processing into modern devices while aligning with global sustainability goals.
Essential criteria:
Minimum entry requirements can be found here: https://www.monash.edu/admissions/entry-requirements/minimum
Keywords
Stem cells, neurons, computing, biosensors
School
School of Translational Medicine » Neuroscience
Available options
PhD/Doctorate
Masters by research
Honours
BMedSc(Hons)
Joint PhD/Exchange Program
Time commitment
Full-time
Top-up scholarship funding available
Yes
Year 1:
$5000
Year 2:
$5000
Year 3:
$5000
Physical location
Alfred Centre
Co-supervisors
Dr
Mosarof Hossain
Dr
Ben Rollo
Dr
Duong Nhu