2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.NE2023
Analysing Rescaling, Discretisation, and Linearisation in RNNs for Neural System Modelling
Mariano Caruso, Cecilia Jarne
Recurrent Neural Networks (RNNs) are widely used to model neural activity in Computational Neuroscience. Here, we explore the mathematical foundations of three fundamental procedur…
cs.NE2023★ 2 cited
Recurrent Neural Networks as Electrical Networks, a formalization
Mariano Caruso, Cecilia Jarne
Since the 1980s, and particularly with the Hopfield model, recurrent neural networks or RNN became a topic of great interest. The first works of neural networks consisted of simple…
q-bio.PE2016★ 1 cited
Markovian simulation for ancestors trees
C. Jarne, M. Caruso
We present a computational model to reconstruct trees of ancestors for animals with sexual reproduction. Through a recursive algorithm combined with a random number generator, it i…