List of works - Silvia Scarpetta

Alternation of up and down states at a dynamical phase-transition of a neural network with spatiotemporal attractors.

scientific article

Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm.

scientific article published in July 2000

Associative memory of phase-coded spatiotemporal patterns in leaky Integrate and Fire networks

scientific article published on 4 October 2012

Automatic Classification of Seismic Signals at Mt. Vesuvius Volcano, Italy, Using Neural Networks

article

Critical phenomena at a first-order phase transition in a lattice of glow lamps: Experimental findings and analogy to neural activity

scientific article published in July 2016

Effects of Poisson noise in a IF model with STDP and spontaneous replay of periodic spatiotemporal patterns, in absence of cue stimulation.

scientific article

Effects of noise in a cortical neural model

scientific article published on 29 October 2004

Hysteresis, neural avalanches, and critical behavior near a first-order transition of a spiking neural network

scientific article published on 01 June 2018

Mathematical analysis and simulations of the neural circuit for locomotion in lampreys.

scientific article published on 14 May 2004

Neural avalanches at the critical point between replay and non-replay of spatiotemporal patterns

scientific article

On-line learning of unrealizable tasks.

scientific article published in November 1999

Recurrence of spatio-temporal patterns of spikes and neural avalanches at the critical point of a non-equilibrium phase transition

scientific article published on 8 July 2013

Self-similarity and quasi-idempotence in neural networks and related dynamical systems

scientific article published on April 2017

Spatiotemporal learning in analog neural networks using spike-timing-dependent synaptic plasticity.

scientific article published on 29 May 2007

Special issue on computations in oscillating neuronal networks

scientific article published in March 2014

Storage of phase-coded patterns via STDP in fully-connected and sparse network: a study of the network capacity ⬇️

scientific article published on August 23, 2010

List of works by Silvia Scarpetta

Alternation of up and down states at a dynamical phase-transition of a neural network with spatiotemporal attractors.

Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm.

Associative memory of phase-coded spatiotemporal patterns in leaky Integrate and Fire networks

Automatic Classification of Seismic Signals at Mt. Vesuvius Volcano, Italy, Using Neural Networks

Critical phenomena at a first-order phase transition in a lattice of glow lamps: Experimental findings and analogy to neural activity

Effects of Poisson noise in a IF model with STDP and spontaneous replay of periodic spatiotemporal patterns, in absence of cue stimulation.

Effects of noise in a cortical neural model

Hysteresis, neural avalanches, and critical behavior near a first-order transition of a spiking neural network

Mathematical analysis and simulations of the neural circuit for locomotion in lampreys.

Neural avalanches at the critical point between replay and non-replay of spatiotemporal patterns

On-line learning of unrealizable tasks.

Recurrence of spatio-temporal patterns of spikes and neural avalanches at the critical point of a non-equilibrium phase transition

Self-similarity and quasi-idempotence in neural networks and related dynamical systems

Spatiotemporal learning in analog neural networks using spike-timing-dependent synaptic plasticity.

Special issue on computations in oscillating neuronal networks

Storage of phase-coded patterns via STDP in fully-connected and sparse network: a study of the network capacity ⬇️

Unsupervised Neural Analysis of Very-Long-Period Events at Stromboli Volcano Using the Self-Organizing Maps