Thaw Library - Miller Campus
Workshop

All day

 

Our campus is closed to the public for this event.

Meeting Summary:  The thermodynamics of computation is a long-standing interest in the physics, computer science, and biology communities, playing a major role in issues ranging from the design of artificial digital systems to the foundations of physics to theoretical neurobiology. The revolution in non-equilibrium statistical physics of the past two decades, sometimes summarized as "stochastic thermodynamics", has provided a major advance in our ability to investigate this topic. Such research will be the focus of this summer's workshop. Specifically, we will focus on systems that:

1. Are distributed, with multiple spatially separated subsystems;

2. Are not at thermodynamic equilibrium (and in general, not even in a stationary state);

3. Have substantial thermodynamic costs of communication among the subsystems and substantial thermodynamic costs of the information processing within the subsystems.

Computational systems with these three characteristics are ubiquitous, ranging from digital devices to brains to genetic circuits. Moreover, we have lots of evidence that thermodynamic costs have played a major role in determining the physical architecture of such systems. Yet to date, there has been almost no application of stochastic thermodynamics to investigate these systems in order to deepen our understanding of the relationship among their energetic behavior, computational behavior, robustness, etc. Our conference aims to identify challenges, opportunities, and research priorities to push this research forward.

Organizers

David WolpertDavid WolpertProfessor at the Santa Fe Institute
Christopher LynnChristopher Lynn
Joshua GrochowJoshua Grochow
Jan KorbelJan Korbel
Farita TasnimFarita TasnimGraduate Fellow
Purpose: 
Research Collaboration
SFI Host: 
David Wolpert (SFI), Christopher Lynn (Princeton), Joshua Grochow (U.C. Boulder; SFI), Jan Korbel (CSH Vienna), and Farita Tasnim (MIT; SFI)