Neural signatures: multiple coding in spiking–bursting cells
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 …
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
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 …
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
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
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
Abstract Central Pattern Generators (CPGs) are neural circuits that generate robust
coordinated neural activity to control motor rhythms. Many CPGs are convenient neural …
coordinated neural activity to control motor rhythms. Many CPGs are convenient neural …