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In complex environments, there are costs to both ignorance and perception. An organism needs to track fitness-relevant information about its world, but the more information it tracks, the more resources it must devote to memory and…

神经元与认知 · 定量生物学 2018-10-17 Sarah E. Marzen , Simon DeDeo

The genetic code maps the sixty-four nucleotide triplets (codons) to twenty amino-acids. While the biochemical details of this code were unraveled long ago, its origin is still obscure. We review information-theoretic approaches to the…

基因组学 · 定量生物学 2010-07-23 Tsvi Tlusty

Numerous biological functions-such as enzymatic catalysis, the immune response system, and the DNA-protein regulatory network-rely on the ability of molecules to specifically recognize target molecules within a large pool of similar…

分子网络 · 定量生物学 2010-07-27 Yonatan Savir , Tsvi Tlusty

Biological information processing manifests a huge variety in its complexity and capability among different organisms, which presumably stems from the evolutionary optimization under limited computational resources. Starting from the…

生物物理 · 物理学 2025-10-21 Takehiro Tottori , Tetsuya J. Kobayashi

Biological information processing as implemented by regulatory and signaling networks in living cells requires sufficient specificity of molecular interaction to distinguish signals from one another, but much of regulation and signaling…

生物大分子 · 定量生物学 2015-01-29 Christopher R. Myers

In recent years, there has been a sharp increase in transmission of images to remote servers specifically for the purpose of computer vision. In many applications, such as surveillance, images are mostly transmitted for automated analysis,…

计算机视觉与模式识别 · 计算机科学 2022-09-26 Alon Harell , Anderson De Andrade , Ivan V. Bajic

Biomolecular communication demands that interactions between parts of a molecular system act as scaffolds for message transmission. It also requires an evolving and organized system of signs - a communicative agency - for creating and…

生物大分子 · 定量生物学 2023-09-04 Gustavo Caetano-Anollés

Molecular Communication (MC) is a communication strategy that uses molecules as carriers of information, and is widely used by biological cells. As an interdisciplinary topic, it has been studied by biologists, communication theorists and a…

信息论 · 计算机科学 2016-12-13 Amin Gohari , Mahtab Mirmohseni , Masoumeh Nasiri-Kenari

Evolution of genetic code is studied as the change in the choice of enzymes that are used to synthesize amino acids from the genetic information of nucleic acids. We propose the following theory: the differentiation of physiological states…

适应与自组织系统 · 物理学 2007-05-23 H. Takagi , K. Kaneko , T. Yomo

Biology has taken strong steps towards becoming a computer science aiming at reprogramming nature after the realisation that nature herself has reprogrammed organisms by harnessing the power of natural selection and the digital prescriptive…

神经与进化计算 · 计算机科学 2016-01-21 Hector Zenil , Angelika Schmidt , Jesper Tegnér

Matter, especially DNA, is now programmed to carry out useful processes at the nanoscale. As these programs and processes become more complex and their envisioned safety-critical applications approach deployment, it is essential to develop…

计算机科学与博弈论 · 计算机科学 2019-02-19 Jack H. Lutz , Neil Lutz , Robyn R. Lutz , Matthew R. Riley

Throughout the cognitive-science literature, there is widespread agreement that decision-making agents operating in the real world do so under limited information-processing capabilities and without access to unbounded cognitive or…

机器学习 · 计算机科学 2022-11-01 Dilip Arumugam , Mark K. Ho , Noah D. Goodman , Benjamin Van Roy

For many organisms, the number of sensory neurons is largely determined during development, before strong environmental cues are present. This is despite the fact that environments can fluctuate drastically both from generation to…

神经元与认知 · 定量生物学 2018-10-17 Sarah Marzen , Simon DeDeo

The process of morphogenesis, which can be defined as an evolution of the form of an organism, is one of the most intriguing mysteries in the life sciences. It is clear, that gene expression patterns cannot explain the development of the…

其他定量生物学 · 定量生物学 2013-07-23 Nadya Morozova , Mikhail Shubin

Many biological phenomena or social events critically depend on how information evolves in complex networks. However, a general theory to characterize information evolution is yet absent. Consequently, numerous unknowns remain about the…

生物物理 · 物理学 2022-07-20 Yang Tian , Guoqi Li , Pei Sun

Energy efficient information transmission may be relevant to biological sensory signal processing as well as to low power electronic devices. We explore its consequences in two different regimes. In an ``immediate'' regime, we argue that…

统计力学 · 物理学 2007-05-23 Vijay Balasubramanian , Don Kimber , Michael J Berry

To perform recognition, molecules must locate and specifically bind their targets within a noisy biochemical environment with many look-alikes. Molecular recognition processes, especially the induced-fit mechanism, are known to involve…

生物大分子 · 定量生物学 2010-07-27 Yonatan Savir , Tsvi Tlusty

In this paper, we consider the mismatched rate-distortion problem, in which the encoding is done using a codebook, and the encoder chooses the minimum-distortion codeword according to a mismatched distortion function that differs from the…

信息论 · 计算机科学 2022-12-20 Millen Kanabar , Jonathan Scarlett

Programming languages are engineered languages that allow to instruct a machine and share algorithmic information; they have a great influence on the society since they underlie almost every information technology artefact, and they are at…

编程语言 · 计算机科学 2015-10-16 Silvia Crafa

We approach index coding as a special case of rate-distortion with multiple receivers, each with some side information about the source. Specifically, using techniques developed for the rate-distortion problem, we provide two upper bounds…

信息论 · 计算机科学 2015-07-28 Sinem Unal , Aaron B. Wagner