Open PhD Projects

The International Centre for Neuromorphic Systems is interested in working with postgraduate research students on the following projects.

ICNS is also open to discuss new ideas for postgraduate research - contact us to discuss research opportunities!

A Neuromorphic Framework for Event-Based DNNs using Minifloats

A RISC-V instruction set architecture (ISA) extensions for neuromorphic computing using minifloats

Astrometry with Event-based Vision Sensors

Automatic Evaluation of Bushfire Risk via Acoustic Scene Analysis

Bio-inspired Sensors for Space Situational Awareness

Building a Neuromorphic Auditory Pathway for Sensing the Surrounding Environment

Cold Start Astrometry for High-Precision Airspace and Space Objects Tracking with Neuromorphic Cameras

Control Systems Inspired by Insect Central Pattern Generators that can Adapt to Dynamic Environments.

Design of Neuromorphic Spiking Neural Networks for Real-Time Processing

Enhanced Maritime Situational Awareness with Neuromorphic Cameras

Environmental Situational Awareness using Neuromorphic Vision Sensors and IMU-based SLAM

Fault Tolerant Distributed Swarm Intelligence using Neuromorphic Computing and Local Learning Principles

Honey Bee Waggle Dance Detection via Neuromorphic Engineering

Integrated Circuit Design for Event-based Vision Sensors

Low-Power Acoustic Ecological Monitoring in Remote Areas using Machine Learning and Neuromorphic Engineering

Neuromorphic Computing in Extreme Environments

Neuromorphic Cyber Security at the Edge

Neuromorphic Engineering for Acoustic Aerial Drone Detection in Visually Obscured Environments

Machine Learning-Based Tool for Therapists to Monitor Speech Progress in Late Talkers

Machine Learning for Automated Child Reading Assessment and Intervention

Underwater Acoustic Drone Detection via Neuromorphic Models of Marine Mammal Audition