Neural signatures: multiple coding in spiking–bursting cells

R Latorre, FB Rodríguez, P Varona - Biological cybernetics, 2006 - Springer
Recent experiments have revealed the existence of neural signatures in the activity of
individual cells of the pyloric central pattern generator (CPG) of crustacean. The neural …

Characterization of triphasic rhythms in central pattern generators (I): interspike interval analysis

R Latorre, FB Rodríguez, P Varona - … Madrid, Spain, August 28–30, 2002 …, 2002 - Springer
Abstract Central Pattern generators (CPGs) neurons produce patterned signals to drive
rhythmic behaviors in a robust and flexible manner. In this paper we use a well known CPG …

Effect of individual spiking activity on rhythm generation of central pattern generators

R Latorre, F de Borja Rodrı́guez, P Varona - Neurocomputing, 2004 - Elsevier
Central pattern generators (CPGs) are highly specialized neural networks often with
redundant elements that allow the system to act properly in case of error. CPGs are …

Reaction to neural signatures through excitatory synapses in central pattern generator models

R Latorre, F de Borja Rodríguez, P Varona - Neurocomputing, 2007 - Elsevier
The activity of central pattern generator (CPG) neurons is processed by several different
readers: neurons within the same CPG, neurons in other interconnected CPGs and muscles …

Networks of neurons that emit and recognize signatures

A Tristán, F de Borja Rodrı́guez, E Serrano, P Varona - Neurocomputing, 2004 - Elsevier
Recent experiments have revealed the presence of neural fingerprints in the activity of
several neurons of the pyloric central pattern generator of crustacean. These signatures …

Neural dynamics based on the recognition of neural fingerprints

JL Carrillo-Medina, R Latorre - Frontiers in Computational …, 2015 - frontiersin.org
Experimental evidence has revealed the existence of characteristic spiking features in
different neural signals, eg, individual neural signatures identifying the emitter or functional …

Temporal structure in the bursting activity of the leech heartbeat CPG neurons

D Campos, C Aguirre, E Serrano, F de Borja Rodríguez… - Neurocomputing, 2007 - Elsevier
Neural signatures are cell-specific interspike interval distributions found in bursting neurons.
These intraburst signatures have been first described for the neurons of the pyloric CPG of …

Influence of the refractory period on neural networks based on the recognition of neural signatures

JL Carrillo-Medina, R Latorre - 2015 International Joint …, 2015 - ieeexplore.ieee.org
Experimental evidence has revealed that different living neural systems can “sign” their
output signals with some specific neural signature. Although experimental and modeling …

Implementing signature neural networks with spiking neurons

JL Carrillo-Medina, R Latorre - Frontiers in Computational …, 2016 - frontiersin.org
Spiking Neural Networks constitute the most promising approach to develop realistic
Artificial Neural Networks (ANNs). Unlike traditional firing rate-based paradigms, information …

Effect of Electrical Synapses in the Cycle-by-Cycle Period and Burst Duration of Central Pattern Generators

B Berbel, A Garrido-Peña, I Elices, R Latorre… - … : 16th International Work …, 2021 - Springer
Abstract Central Pattern Generators (CPGs) are neural circuits that generate robust
coordinated neural activity to control motor rhythms. Many CPGs are convenient neural …