Gideon Kowadlo

According to our database, Gideon Kowadlo authored at least 20 papers between 2004 and 2024.

Collaborative distances:

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

2024

Development and validation of 'Patient Optimizer' (POP) algorithms for predicting surgical risk with machine learning.

Gideon Kowadlo, Yoel Mittelberg, Milad Ghomlaghi, Daniel K. Stiglitz, Kartik Kishore, Ranjan Guha, Justin Nazareth, Laurence Weinberg

BMC Medical Informatics Decis. Mak., December, 2024

Augmenting Replay in World Models for Continual Reinforcement Learning.

Luke Yang, Levin Kuhlmann, Gideon Kowadlo

CoRR, 2024

Left/Right Brain, human motor control and the implications for robotics.

Jarrad Rinaldo, Levin Kuhlmann, Jason Friedman, Gideon Kowadlo

CoRR, 2024

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

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

2010

Influence of gestural salience on the interpretation of spoken requests.

Gideon Kowadlo, Patrick Ye, Ingrid Zukerman

Proceedings of the INTERSPEECH 2010, 2010

Interpreting Pointing Gestures and Spoken Requests - A Probabilistic, Salience-based Approach.

Ingrid Zukerman, Gideon Kowadlo, Patrick Ye

Proceedings of the COLING 2010, 2010

2009

Improving the robustness of naïve physics airflow mapping, using Bayesian reasoning on a multiple hypothesis tree.

Gideon Kowadlo, R. Andrew Russell

Robotics Auton. Syst., 2009

2008

Robot Odor Localization: A Taxonomy and Survey.

Gideon Kowadlo, R. Andrew Russell

Int. J. Robotics Res., 2008

2006

Using naïve physics for odor localization in a cluttered indoor environment.

Gideon Kowadlo, R. Andrew Russell

Auton. Robots, 2006

Improving the robustness of Na?ve Physics airflow mapping, using Bayesian reasoning on a multiple hypothesis tree.

Gideon Kowadlo, R. Andrew Russell

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 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

2004

To naively smell as no robot has smelt before.

Gideon Kowadlo, R. Andrew Russell

Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004