David Rawlinson

Orcid: 0000-0001-9443-3840

Affiliations:
  • Incubator 491, Melbourne, VIC, Australia
  • Monash University, Melbourne, VIC, Australia (PhD 2007)


According to our database1, David Rawlinson authored at least 20 papers between 2006 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Continual few-shot learning with Hippocampal-inspired replay.
CoRR, 2022

Deep learning in a bilateral brain with hemispheric specialization.
CoRR, 2022

2021
Learning distant cause and effect using only local and immediate credit assignment.
Proceedings of the International Joint Conference on Neural Networks, 2021

One-shot learning for the long term: consolidation with an artificial hippocampal algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Unsupervised One-Shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture.
Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

Self-organising Neural Network Hierarchy.
Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

Long Distance Relationships Without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019
AHA! an 'Artificial Hippocampal Algorithm' for Episodic Machine Learning.
CoRR, 2019

2018
Sparse Unsupervised Capsules Generalize Better.
CoRR, 2018

2017
Computational Neuroscience Offers Hints for More General Machine Learning.
Proceedings of the Artificial General Intelligence - 10th International Conference, 2017

2014
Cell density in prostate histopathology images as a measure of tumor distribution.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

GWISFI: A universal GPU interface for exhaustive search of pairwise interactions in case-control GWAS in minutes.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2012
Robust Observation Detection for Single Object Tracking: Deterministic and Probabilistic Patch-Based Approaches.
Sensors, 2012

Robust Foreground Detection: A Fusion of Masked GreyWorld, Probabilistic Gradient Information and Extended Conditional Random Field Approach.
Sensors, 2012

Robust hierarchical multiple hypothesis tracker for multiple object tracking.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Replication of epistatic DNA loci in two case-control GWAS studies using OPE algorithm.
BMC Bioinform., 2011

2008
Topologically-directed navigation.
Robotica, 2008

Ways to Tell Robots Where to Go - Directing Autonomous Robots Using Topological Instructions.
IEEE Robotics Autom. Mag., 2008

2006
Simple yet Effective Visuo-Spatial Topological Mapping.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Bi-modal Search using Complementary Sensing (Olfaction/Vision) for Odour Source Localisation.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006


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