paper-with-me

홈 › Papers

A Non-equilibrium Thermodynamic Framework of Consciousness

2020-05-04 · Natesh Ganesh

In this paper, we take a brief look at the advantages and disadvantages of dominant frameworks in consciousness studies -- functionalist and causal structure theories, and use it to motivate a new non-equilibrium thermodynamic framework of consciousness. The main hypothesis in this paper will be two thermodynamic conditions obtained from the non-equilibrium fluctuation theorems -- TCC 1 and 2, that the author proposes as necessary conditions that a system will have to satisfy in order to be 'conscious'. These descriptions will look to specify the functions achieved by a conscious system and restrict the physical structures that achieve them without presupposing either of the two. These represent an attempt to integrate consciousness into established physical law (without invoking untested novel frameworks in quantum mechanics and/or general relativity). We will also discuss it's implications on a wide range of existing questions, including a stance on the hard problem. The paper will also explore why this framework might offer a serious path forward to understanding consciousness (and perhaps even realizing it in artificial systems) as well as laying out some problems and challenges that lie ahead.

📄 PDF Abstract BibTeX arXiv:2005.02801

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Non-equilibrium brain dynamics as a signature of consciousness

2020-12-19 · Yonatan Sanz Perl, Hernan Bocaccio, Ignacio Perez-Ipina, Steven Laureys 외

The cognitive functions of human and non-human primates rely on the dynamic interplay of distributed neural assemblies. As such, it seems unlikely that cognition can be supported by macroscopic brain dynamics at the prox…

Entropy production of Multivariate Ornstein-Uhlenbeck processes correlates with consciousness levels in the human brain

2022-07-11 · Matthieu Gilson, Enzo Tagliazucchi, Rodrigo Cofre

Consciousness is supported by complex patterns of brain activity which are indicative of irreversible non-equilibrium dynamics. While the framework of stochastic thermodynamics has facilitated the understanding of physic…

Towards equation of state for a market: A thermodynamical paradigm of economics

2018-07-26

Foundations of equilibrium thermodynamics are the equation of state (EoS) and four postulated laws of thermodynamics. We use equilibrium thermodynamics paradigms in constructing the EoS for microeconomics system that is …

Thermodynamic computing out of equilibrium

2024-12-22 · Stephen Whitelam, Corneel Casert

We present the design for a thermodynamic computer that can perform arbitrary nonlinear calculations in or out of equilibrium. Simple thermodynamic circuits, fluctuating degrees of freedom in contact with a thermal bath …

Differentiable Thermodynamic Phase-Equilibria for Machine Learning

2026-03-11 · Karim K. Ben Hicham, Moreno Ascani, Jan G. Rittig, Alexander Mitsos arxiv

Accurate prediction of phase equilibria remains a central challenge in chemical engineering. Physics-consistent machine learning methods that incorporate thermodynamic structure into neural networks have recently shown s…