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.

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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.