3 phd-computer-architecture "DIFFER" PhD positions in Australia

National Industry PhD Program Scholarship: Advancing Signal Modelling with Physics-Informed Neural Networks

University of Adelaide | Adelaide, South Australia | Australia | 2 months ago

The National Industry PhD Program is an Australian Government initiative to enhance workforce mobility among graduate researchers, and to promote knowledge transfer between academia and industries

2025 RTP round - Accurate and light deep learning models for underwater acoustic communications.

Curtin University | Perth, Western Australia | Australia | 15 days ago

to: - Developing underwater communication systems using deep learning which are well-performing to nonlinear channels. - Establishing a deep learning architecture which is optimal for underwater acoustic

2025 RTP round - Decoding the Learning Dynamics and Learnt Features of Deep Neural Networks: Towards Interpretable and Robust AI Systems.

Curtin University | Perth, Western Australia | Australia | 2 months ago

of learnt features across the layers of various neural network architectures. -- Investigate the role of different types of layers (e.g., residual blocks, transformers) in shaping the learnt features and