A Neurorobotics Approach to Behaviour Selection based on Human Activity Recognition

no code implementations • 27 Jul 2021 • Caetano M. Ranieri, Renan C. Moioli, Patricia A. Vargas, Roseli A. F. Romero

In this paper, we address this gap by presenting a neurorobotics approach based on computational models that resemble neurophysiological aspects of living beings.

Decision Making Human Activity Recognition

A Data-Driven Biophysical Computational Model of Parkinson's Disease based on Marmoset Monkeys

1 code implementation • 27 Jul 2021 • Caetano M. Ranieri, Jhielson M. Pimentel, Marcelo R. Romano, Leonardo A. Elias, Roseli A. F. Romero, Michael A. Lones, Mariana F. P. Araujo, Patricia A. Vargas, Renan C. Moioli

In this work we propose a new biophysical computational model of brain regions relevant to Parkinson's Disease based on local field potential data collected from the brain of marmoset monkeys.

Neurosciences and 6G: Lessons from and Needs of Communicative Brains

no code implementations • 4 Apr 2020 • Renan C. Moioli, Pedro H. J. Nardelli, Michael Taynnan Barros, Walid Saad, Amin Hekmatmanesh, Pedro Gória, Arthur S. de Sena, Merim Dzaferagic, Harun Siljak, Werner van Leekwijck, Dick Carrillo, Steven Latré

In particular, we propose a novel systematization that divides the contributions into two groups, one focused on what neurosciences will offer to 6G in terms of new applications and systems architecture (Neurosciences for Wireless), and the other focused on how wireless communication theory and 6G systems can provide new ways to study the brain (Wireless for Neurosciences).

Signal Processing Emerging Technologies Information Theory Information Theory Neurons and Cognition