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Giovanni Sirio Carmantini

Giovanni S. Carmantini

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Books and Theses

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2017
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Giovanni Sirio Carmantini:
Dynamical systems theory for transparent symbolic computation in neuronal networks. University of Plymouth, UK, 2017

Journal Articles

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2017
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Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues:
A modular architecture for transparent computation in recurrent neural networks. Neural Networks 85: 85-105 (2017)

Conference and Workshop Papers

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2015
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Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues:
Turing Computation with Recurrent Artificial Neural Networks. CoCo@NIPS 2015
2014
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Giovanni Sirio Carmantini, Angelo Cangelosi, Andy J. Wills:
Machine learning of visual object categorization: an application of the SUSTAIN model. CogSci 2014
2013
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  - conf/ieeealife/ParisiC13
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Domenico Parisi, Giovanni Sirio Carmantini:
Robots that specialize and make exchanges. ALIFE 2013: 120-125

Informal and Other Publications

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2023
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  - journals/corr/abs-2302-02149
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Jone Uria-Albizuri, Giovanni Sirio Carmantini, Peter beim Graben, Serafim Rodrigues:
Invariants for neural automata. CoRR abs/2302.02149 (2023)
2021
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  - journals/corr/abs-2110-12221
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Giovanni Sirio Carmantini, Fabio Schittler Neves, Marc Timme, Serafim Rodrigues:
Stochastic facilitation in heteroclinic communication channels. CoRR abs/2110.12221 (2021)
2016
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Giovanni Sirio Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues:
A modular architecture for transparent computation in Recurrent Neural Networks. CoRR abs/1609.01926 (2016)
2015
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Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues:
Turing Computation with Recurrent Artificial Neural Networks. CoRR abs/1511.01427 (2015)

Coauthor Index

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