Guglielmo Montone

According to our database, Guglielmo Montone authored at least 8 papers between 2011 and 2017.

Collaborative distances:

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

2017

Block Neural Network Avoids Catastrophic Forgetting When Learning Multiple Task.

Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov

CoRR, 2017

Hyper-dimensional computing for a visual question-answering system that is trainable end-to-end.

Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov

CoRR, 2017

Gradual Tuning: a better way of Fine Tuning the parameters of a Deep Neural Network.

Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov

CoRR, 2017

2016

Learning programs is better than learning dynamics: A programmable neural network hierarchical architecture in a multi-task scenario.

Francesco Donnarumma, Roberto Prevete, Andrea de Giorgio, Guglielmo Montone, Giovanni Pezzulo

Adapt. Behav., 2016

2015

The Usefulness of Past Knowledge when Learning a New Task in Deep Neural Networks.

Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov

Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), 2015

Knowledge Transfer in Deep Block-Modular Neural Networks.

Alexander V. Terekhov, Guglielmo Montone, J. Kevin O'Regan

Proceedings of the Biomimetic and Biohybrid Systems - 4th International Conference, 2015

Unsupervised model-free camera calibration algorithm for robotic applications.

Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov

Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

2011

A Robotic Scenario for Programmable Fixed-Weight Neural Networks Exhibiting Multiple Behaviors.

Guglielmo Montone, Francesco Donnarumma, Roberto Prevete

Proceedings of the Adaptive and Natural Computing Algorithms, 2011