Search Results for author:
Found 4 papers, 0 papers with code
Designing Ecosystems of Intelligence from First Principles
In this context, we understand intelligence as the capacity to accumulate evidence for a generative model of one's sensed world -- also known as self-evidencing.
Characterising the Non-Equilibrium Dynamics of a Neural Cell
The stereotypical shape of the action potential arises from this model, as well as bursting dynamics, and the non-equilibrium phase transition from resting to spiking.
Formalising the Use of the Activation Function in Neural Inference
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.
Magnetisation and Mean Field Theory in the Ising Model
In this set of notes, a complete, pedagogical tutorial for applying mean field theory to the two-dimensional Ising model is presented.
Statistical Mechanics
