activity
20092026
most citedAdaptive Estimators Show Information Compression in Deep Neural Networks

8 citations · 25 across the 28 of their papers we have counts for

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Showing 2023Show all

5 papers · 1 filter

cs.IT2023

Estimating mutual information for spike trains: a bird song example

Jake Witter, Conor Houghton

Zebra finch are a model animal used in the study of audition. They are adept at recognizing zebra finch songs and the neural pathway involved in song recognition is well studied. H…

q-bio.NC2023

Signatures of Bayesian inference emerge from energy efficient synapses

James Malkin, Cian O'Donnell, Conor Houghton +1

Biological synaptic transmission is unreliable, and this unreliability likely degrades neural circuit performance. While there are biophysical mechanisms that can increase reliabil…

cs.MA2023

An Ising-like model for language evolution

Conor Houghton

I propose a novel Ising-like model of language evolution. In a simple way, Ising-like models represent the countervailing tendencies towards convergence and change present in langu…

cs.MA2023

Social Value Orientation and Integral Emotions in Multi-Agent Systems

Daniel Collins, Conor Houghton, Nirav Ajmeri

Human social behavior is influenced by individual differences in social preferences. Social value orientation (SVO) is a measurable personality trait which indicates the relative i…

cs.MA2023★ 2 cited

Spatial community structure impedes language amalgamation in a population-based iterated learning model

George Sains, Conor Houghton, Seth Bullock

The iterated learning model is an agent-based model of language evolution notable for demonstrating the emergence of compositional language. In its original form, it modelled langu…