Giovanni Sirio Carmantini

According to our database, Giovanni Sirio Carmantini authored at least 7 papers between 2013 and 2023.

Collaborative distances:

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

2023

Invariants for neural automata.

Jone Uria-Albizuri, Giovanni Sirio Carmantini, Peter beim Graben, Serafim Rodrigues

CoRR, 2023

2021

Stochastic facilitation in heteroclinic communication channels.

Giovanni Sirio Carmantini, Fabio Schittler Neves, Marc Timme, Serafim Rodrigues

CoRR, 2021

2017

Dynamical systems theory for transparent symbolic computation in neuronal networks.

Giovanni Sirio Carmantini

PhD thesis, 2017

A modular architecture for transparent computation in recurrent neural networks.

Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues

Neural Networks, 2017

2015

Turing Computation with Recurrent Artificial Neural Networks.

Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues

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

2014

Machine learning of visual object categorization: an application of the SUSTAIN model.

Giovanni Sirio Carmantini, Angelo Cangelosi, Andy J. Wills

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

Robots that specialize and make exchanges.

Domenico Parisi, Giovanni Sirio Carmantini

Proceedings of the IEEE Symposium on Artificial Life, 2013