David Rawlinson

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Continual few-shot learning with Hippocampal-inspired replay.

Gideon Kowadlo, Abdelrahman Ahmed, Amir Mayan, David Rawlinson

CoRR, 2022

Deep learning in a bilateral brain with hemispheric specialization.

Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo

CoRR, 2022

2021

Learning distant cause and effect using only local and immediate credit assignment.

David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo

Proceedings of the International Joint Conference on Neural Networks, 2021

One-shot learning for the long term: consolidation with an artificial hippocampal algorithm.

Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson

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.

Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

Self-organising Neural Network Hierarchy.

Satya Borgohain, Gideon Kowadlo, David Rawlinson, Christoph Bergmeir, Kok Loo, Harivallabha Rangarajan, Levin Kuhlmann

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.

Jeremy Gordon, David Rawlinson, Subutai Ahmad

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019

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

Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson

CoRR, 2019

2018

Sparse Unsupervised Capsules Generalize Better.

David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo

CoRR, 2018

2017

Computational Neuroscience Offers Hints for More General Machine Learning.

David Rawlinson, Gideon Kowadlo

Proceedings of the Artificial General Intelligence - 10th International Conference, 2017

2014

Cell density in prostate histopathology images as a measure of tumor distribution.

Hayley M. Reynolds, Scott Williams, Alan M. Zhang, Cheng Soon Ong, David Rawlinson, Rajib Chakravorty, Catherine Mitchell, Annette Haworth

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.

Qiao Wang, Fan Shi, Andrew Kowalczyk, Richard M. Campbell, Benjamin Goudey, Dave Rawlinson, Aaron Harwood, Herman L. Ferrá, Adam Kowalczyk

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.

Mohd Asyraf Zulkifley, David Rawlinson, William Moran

Sensors, 2012

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

Mohd Asyraf Zulkifley, William Moran, David Rawlinson

Sensors, 2012

Robust hierarchical multiple hypothesis tracker for multiple object tracking.

Mohd Asyraf Zulkifley, William Moran, David Rawlinson

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.

Benjamin Goudey, Qiao Wang, Dave Rawlinson, Armita Zarnegar, Eder Kikianty, John Markham, Geoff MacIntyre, Gad Abraham, Linda Stern, Michael Inouye, Izhak Haviv, Adam Kowalczyk

BMC Bioinform., 2011

2008

Topologically-directed navigation.

David Rawlinson, Ray A. Jarvis

Robotica, 2008

Ways to Tell Robots Where to Go - Directing Autonomous Robots Using Topological Instructions.

David Rawlinson, Ray A. Jarvis

IEEE Robotics Autom. Mag., 2008

2006

Simple yet Effective Visuo-Spatial Topological Mapping.

David Rawlinson, Ray A. Jarvis

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.

Gideon Kowadlo, David Rawlinson, R. Andrew Russell, Ray A. Jarvis

Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006