Publications

This page contains an up-to-date list of my publications. For each publication, a link to the respective pdf is available. The publication list is ordered by year, with the most recent publications coming first. Additional material is linked where available.


Carmantini, G. S., Schittler Neves, F., Timme, M., & Rodrigues, S. (2021). Stochastic facilitation in heteroclinic communication channels. Chaos: An Interdisciplinary Journal of Nonlinear Science. Retrieved from https://arxiv.org/abs/2110.12221

Carmantini, G. S., beim Graben, P., Desroches, M., & Rodrigues, S. (2017). A modular architecture for transparent computation in Recurrent Neural Networks. Neural Networks. Retrieved from http://arxiv.org/abs/1609.01926.

Carmantini, G. S., beim Graben, P., Desroches, M., & Rodrigues, S. (2015). Turing Computation with Recurrent Artificial Neural Networks. NIPS workshop – Cognitive Computation: Integrating Neural and Symbolic Approaches. Retrieved from http://arxiv.org/abs/1511.01427.

Carmantini, G. S., Cangelosi, A., & Wills, A. J. (2014). Machine learning of visual object categorization: an application of the SUSTAIN model. In Proceedings of the 36th Annual Conference of the Cognitive Science Society.

Parisi, D., & Carmantini, G. S. (2013). Robots that specialize and make exchanges. In Artificial Life (ALIFE), 2013 IEEE Symposium on (pp. 120-125). IEEE.