Current Projects:


Project Area: Computer Vision

Partnered With:

Project Name: Omni-directional vision: image analysis and situational awareness

Project Investigators: Mark McDonnell, David Kearney, Ivan Lee

Project Description:

Positions: click here

Partnered With:

Project Name: Real-time deep convolutional neural network and vision sensor for sorting containers

Project Investigators: Mark McDonnell and Russell Brinkworth

Project Description:

Positions: click here

Partnered With:

Project Name: Multi-object visual tracking

Project Investigators: David Kearney, Mark McDonnell, Ivan Lee, Grant Wigley

Project Description:

Positions: click here

Partnered With:

Project Name: Low-complexity and randomized neural networks for image classification ****

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Project Area: Sequence Learning and Recognition

Partnered With:

Project Name: Enhancing open-source speech recognition system performance

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Partnered With:

Project Name: Hybrid convolutional and recurrent bio-inspired deep neural networks for speech recognition

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Partnered With:

Project Name: Spiking neural networks

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Project Area: Autonomous Decision Making

Partnered With:

Project Name: Personal budgeting

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Partnered With:

Project Name: Learning to optimize the risk vs reward trade-off ***

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Partnered With:

Project Name: Deep Q-network learning of a multi-agent game

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Partnered With:

Project Name: Optimisation of health-care scheduling

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Project Area: Understanding Neurobiological Learning

Partnered With:

Project Name: Modelling hierarchical information processing in cortex ***

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Partnered With:

Project Name: Modelling learning in mammalian olfactory cortex ***

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Partnered With:

Project Name: Modelling transduction in the auditory system ***

Project Investigators: Mark McDonnell

Project Description:

Positions: click here

Partnered With:

Project Name: Modelling transduction in the auditory system ***

Project Investigators: Mark McDonnell

Project Description:

Positions: click here