3 citations · 3 across the 1 of their papers we have counts for
4 papers
Diluted neural networks with adapting and correlated synapses
Massimo Mannarelli, Giuseppe Nardulli, Sebastiano Stramaglia
We consider the dynamics of diluted neural networks with clipped and adapting synapses. Unlike previous studies, the learning rate is kept constant as the connectivity tends to inf…
Controlling chaos in diluted networks with continuous neurons
D. Caroppo, M. Mannarelli, G. Nardulli +1
Diluted neural networks with continuous neurons and nonmonotonic transfer function are studied, with both fixed and dynamic synapses. A noisy stimulus with periodic variance result…
Chaos in neural networks with a nonmonotonic transfer function
D. Caroppo, M. Mannarelli, G. Nardulli +1
Time evolution of diluted neural networks with a nonmonotonic transfer function is analitically described by flow equations for macroscopic variables. The macroscopic dynamics show…
Stochastic learning in a neural network with adapting synapses
G. Lattanzi, G. Nardulli, G. Pasquariello +1
We consider a neural network with adapting synapses whose dynamics can be analitically computed. The model is made of neurons and each of them is connected to input neurons…