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ORCIDDavid Rawlinson 0001
Person information
- affiliation: Incubator 491, Melbourne, VIC, Australia
- affiliation (PhD 2007): Monash University, Melbourne, VIC, Australia
Other persons with the same name
- David Rawlinson 0002 — Central Washington University, USA
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2020 – today
- 2022
[i8]Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo:
Deep learning in a bilateral brain with hemispheric specialization. CoRR abs/2209.06862 (2022)- [i7]Gideon Kowadlo, Abdelrahman Ahmed, Amir Mayan, David Rawlinson:
Continual few-shot learning with Hippocampal-inspired replay. CoRR abs/2209.07863 (2022) - 2021
- [c11]Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson:
One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. IJCNN 2021: 1-7 - [c10]David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo:
Learning distant cause and effect using only local and immediate credit assignment. IJCNN 2021: 1-9 - [i6]Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson:
One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. CoRR abs/2102.07503 (2021) - 2020
- [c9]Jeremy Gordon
, David Rawlinson, Subutai Ahmad:
Long Distance Relationships Without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling. ANNPR 2020: 52-64 - [c8]Satya Borgohain, Gideon Kowadlo, David Rawlinson, Christoph Bergmeir, Kok Loo, Harivallabha Rangarajan, Levin Kuhlmann:
Self-organising Neural Network Hierarchy. Australasian Conference on Artificial Intelligence 2020: 359-370 - [c7]Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson:
Unsupervised One-Shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. Australasian Conference on Artificial Intelligence 2020: 395-406 - [i5]Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson:
Unsupervised One-shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. CoRR abs/2010.15999 (2020)
2010 – 2019
- 2019
- [i4]David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo:
Learning distant cause and effect using only local and immediate credit assignment. CoRR abs/1905.11589 (2019) - [i3]Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson:
AHA! an 'Artificial Hippocampal Algorithm' for Episodic Machine Learning. CoRR abs/1909.10340 (2019) - [i2]Jeremy Gordon, David Rawlinson, Subutai Ahmad:
Long Distance Relationships without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling. CoRR abs/1912.01116 (2019) - 2018
- [i1]David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo:
Sparse Unsupervised Capsules Generalize Better. CoRR abs/1804.06094 (2018) - 2017
- [c6]David Rawlinson, Gideon Kowadlo:
Computational Neuroscience Offers Hints for More General Machine Learning. AGI 2017: 123-132 - 2014
- [c5]Qiao Wang, Fan Shi, Andrew Kowalczyk, Richard M. Campbell, Benjamin Goudey, Dave Rawlinson, Aaron Harwood, Herman L. Ferrá, Adam Kowalczyk:
GWISFI: A universal GPU interface for exhaustive search of pairwise interactions in case-control GWAS in minutes. BIBM 2014: 403-409 - [c4]Hayley M. Reynolds, Scott Williams, Alan M. Zhang, Cheng Soon Ong, David Rawlinson, Rajib Chakravorty, Catherine Mitchell, Annette Haworth:
Cell density in prostate histopathology images as a measure of tumor distribution. Digital Pathology 2014: 90410S - 2012
- [j5]Mohd Asyraf Zulkifley, William Moran, David Rawlinson:
Robust Foreground Detection: A Fusion of Masked GreyWorld, Probabilistic Gradient Information and Extended Conditional Random Field Approach. Sensors 12(5): 5623-5649 (2012) - [j4]Mohd Asyraf Zulkifley, David Rawlinson, William Moran:
Robust Observation Detection for Single Object Tracking: Deterministic and Probabilistic Patch-Based Approaches. Sensors 12(11): 15638-15670 (2012) - [c3]Mohd Asyraf Zulkifley, William Moran, David Rawlinson:
Robust hierarchical multiple hypothesis tracker for multiple object tracking. ICIP 2012: 405-408 - 2011
- [j3]Benjamin Goudey, Qiao Wang, Dave Rawlinson, Armita Zarnegar, Eder Kikianty, John Markham, Geoff MacIntyre, Gad Abraham, Linda Stern, Michael Inouye, Izhak Haviv, Adam Kowalczyk:
Replication of epistatic DNA loci in two case-control GWAS studies using OPE algorithm. BMC Bioinform. 12(S-11): A5 (2011)
2000 – 2009
- 2008
- [j2]David Rawlinson, Ray A. Jarvis:
Ways to Tell Robots Where to Go - Directing Autonomous Robots Using Topological Instructions. IEEE Robotics Autom. Mag. 15(2): 27-36 (2008) - [j1]David Rawlinson, Ray A. Jarvis:
Topologically-directed navigation. Robotica 26(2): 189-203 (2008) - 2006
- [c2]Gideon Kowadlo, David Rawlinson, R. Andrew Russell, Ray A. Jarvis:
Bi-modal Search using Complementary Sensing (Olfaction/Vision) for Odour Source Localisation. ICRA 2006: 2041-2046 - [c1]David Rawlinson, Ray A. Jarvis:
Simple yet Effective Visuo-Spatial Topological Mapping. IROS 2006: 2766-2771
Coauthor Index
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