119 citations · 338 across the 22 of their papers we have counts for
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q-bio.NC2021
Characterising the Non-Equilibrium Dynamics of a Neural Cell
Dalton A R Sakthivadivel
We examine the dynamical evolution of the state of a neurone, with particular care to the non-equilibrium nature of the forces influencing its movement in state space. We combine n…
q-bio.NC2021
Formalising the Use of the Activation Function in Neural Inference
Dalton A R Sakthivadivel
We investigate how the activation function can be used to describe neural firing in an abstract way, and in turn, why it works well in artificial neural networks. We discuss how a…
cond-mat.stat-mech2021★ 16 cited
Magnetisation and mean field theory in the Ising model
Dalton A R Sakthivadivel
In this set of notes, a complete, pedagogical tutorial for applying mean field theory to the two-dimensional Ising model is presented. Beginning with the motivation and basis for m…