Search Results for author: Eduardo Izquierdo

Found 3 papers, 1 papers with code

Multifunctionality in embodied agents: Three levels of neural reuse

no code implementations12 Feb 2018 Madhavun Candadai, Eduardo Izquierdo

Further, we lay out the different levels at which neural reuse can occur through a dynamical filtering of the brain-body-environment system's operation: structural network, autonomous dynamics, and transient dynamics.

Optimal modularity and memory capacity of neural reservoirs

1 code implementation20 Jun 2017 Nathaniel Rodriguez, Eduardo Izquierdo, Yong-Yeol Ahn

The neural network is a powerful computing framework that has been exploited by biological evolution and by humans for solving diverse problems.

Information Bottleneck in Control Tasks with Recurrent Spiking Neural Networks

no code implementations6 Jun 2017 Madhavun Candadai Vasu, Eduardo Izquierdo

The nervous system encodes continuous information from the environment in the form of discrete spikes, and then decodes these to produce smooth motor actions.

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