activity
20172025
most citedPyPhi: A toolbox for integrated information theory

128 citations · 172 across the 6 of their papers we have counts for

collaborators

6 papers

q-bio.NC2025

Intrinsic cause-effect power: the tradeoff between differentiation and specification

William G. P. Mayner, William Marshall, Giulio Tononi

Integrated information theory (IIT) starts from the existence of consciousness and characterizes its essential properties: every experience is intrinsic, specific, unitary, definit…

q-bio.NC2024★ 2 cited

Intrinsic meaning, perception, and matching

William G. P. Mayner, Bjørn Erik Juel, Giulio Tononi

Integrated information theory (IIT) argues that the substrate of consciousness is a maximally irreducible complex of units. Together, subsets of the complex specify a cause-effect…

cs.AI2024★ 6 cited

Dissociating Artificial Intelligence from Artificial Consciousness

Graham Findlay, William Marshall, Larissa Albantakis +4

Developments in machine learning and computing power suggest that artificial general intelligence is within reach. This raises the question of artificial consciousness: if a comput…

q-bio.NC2022★ 15 cited

Integrated information theory (IIT) 4.0: Formulating the properties of phenomenal existence in physical terms

Larissa Albantakis, Leonardo Barbosa, Graham Findlay +13

This paper presents Integrated Information Theory (IIT) 4.0. IIT aims to account for the properties of experience in physical (operational) terms. It identifies the essential prope…

q-bio.NC2022★ 21 cited

System Integrated Information

William Marshall, Matteo Grasso, William GP Mayner +7

Integrated information theory (IIT) starts from consciousness itself and identifies a set of properties (axioms) that are true of every conceivable experience. The axioms are trans…

q-bio.NC2017★ 128 cited

PyPhi: A toolbox for integrated information theory

William G. P. Mayner, William Marshall, Larissa Albantakis +3

Integrated information theory provides a mathematical framework to fully characterize the cause-effect structure of a physical system. Here, we introduce PyPhi, a Python software p…