Renato Duarte
Renato Duarte
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State-dependent processing in Spiking Neural Networks
Several organizational principles of the neocortex appear to imply a strong predisposition to acquire temporal structure in a …
May 21, 2019
Slides
Encoding symbolic sequences with spiking neural reservoirs
In this work, we investigate the representational capacity of spiking networks engaged in an identity mapping task. We compare two …
Jul 10, 2018
Poster
State-dependent processing in Spiking Neural Networks
Many different aspects of cognitive function express themselves as structured temporal sequences. On the other hand, several important …
May 16, 2018
Slides
State-dependent processing in Spiking Neural Networks
Many different aspects of cognitive function express themselves as structured temporal sequences. On the other hand, several important …
May 3, 2018
Slides
Leveraging heterogeneity for neural computation with fading memory
Computational studies addressing the dynamics and computational properties of biologically inspired spiking neurons and networks tend …
Sep 17, 2017
Poster
Leveraging heterogeneity for neural computation with fading memory
Computational studies addressing the dynamics and computational properties of biologically inspired spiking neurons and networks tend …
Sep 7, 2017
Poster
Leveraging complexity and heterogeneity for neural computation with fading memory
Computational studies addressing the dynamics and computational properties of biologically inspired spiking neurons and networks tend …
Jul 12, 2017
Poster
Leveraging heterogeneity for neural computation with fading memory
Computational studies addressing the dynamics and computational properties of biologically inspired spiking neurons and networks tend …
Dec 6, 2016
Slides
Decision-specific sequences of neural activity in balanced random networks driven by structured sensory input
Perceptual decision-making is an intricate process implicating the coordinated activity of multiple brain areas. Recent experimental …
Oct 12, 2016
Slides
ROS-MUSIC Toolchain for Spiking Neural Network Simulations in a Robotic Environment
Studying a functional, biologically plausible neural network that performs a particular task is highly relevant for progress in both …
Jul 21, 2015
Poster
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