How Downwards Causation Occurs in Digital Computers

08/15/2019
by   George Ellis, et al.
0

Digital computers carry out algorithms coded in high level programs. These abstract entities determine what happens at the physical level: they control whether electrons flow through specific transistors at specific times or not, entailing downward causation in both the logical and implementation hierarchies. This paper explores how this is possible in the light of the alleged causal completeness of physics at the bottom level, and highlights the mechanism that enables strong emergence (the manifest causal effectiveness of application programs) to occur. Although synchronic emergence of higher levels from lower levels is manifestly true, diachronic emergence is generically not the case; indeed we give specific examples where it cannot occur because of the causal effectiveness of higher level variables.

READ FULL TEXT
research
01/25/2022

Neural Information Squeezer for Causal Emergence

The classic studies of causal emergence have revealed that in some Marko...
research
02/11/1998

Analogue Quantum Computers for Data Analysis

Analogue computers use continuous properties of physical system for mode...
research
02/20/2023

Causal Razors

When performing causal discovery, assumptions have to be made on how the...
research
02/03/2022

Causal emergence is widespread across measures of causation

Causal emergence is the theory that macroscales can reduce the noise in ...
research
08/19/2023

Finding emergence in data: causal emergence inspired dynamics learning

Modelling complex dynamical systems in a data-driven manner is challengi...
research
02/12/2006

Emergence Explained

Emergence (macro-level effects from micro-level causes) is at the heart ...
research
12/03/2022

The Cause of Causal Emergence: Redistribution of Uncertainty

It is crucial to choose the appropriate scale in order to build an effec...

Please sign up or login with your details

Forgot password? Click here to reset