Your #genetic_code has lots of 'words' for the same thing—#information_theory may help explain the #redundancies.
#genetic_code #information_theory #redundancies
Just revisiting the subject of why Kolmogorov complexity is incomputable. A 'recent' (2020) paper discusses the subject: https://europepmc.org/article/PMC/PMC7516884
"Kolmogorov complexity is the length of the ultimately compressed version of a file (i.e., anything which can be put in a computer). Formally, it is the length of a shortest program from which the file can be reconstructed."
#complexity #kolmogorov #entropy #computation #information_theory #randomness
#complexity #kolmogorov #entropy #computation #information_theory #randomness
Google Researcher, Long Out of Math, Cracks Devilish Problem About Sets
https://www.quantamagazine.org/long-out-of-math-an-ai-programmer-cracks-a-pure-math-problem-20230103/
On nights and weekends, Justin Gilmer attacked an old question in pure math using the tools of information theory.
#mathematics #set_theory #information_theory #union_closed_conjecture
#mathematics #set_theory #information_theory #union_closed_conjecture
Some hashtags of my interests:
#entropy #language #Zipf #ergodic #nonergodic #mutual_information #information_theory #repetition #stochastic_process #excess_entropy #kolmogorov_complexity #algorithmic_randomness #large_language_model #neural_network #power_law
#power_law #neural_network #large_language_model #algorithmic_randomness #kolmogorov_complexity #excess_entropy #stochastic_process #repetition #information_theory #mutual_information #nonergodic #ergodic #zipf #language #entropy
Correlations in neural population codes limit encoding capacity and windows of integration - below is a nice summary of how theory & experiments helped us understand why it is important to study population-level phenomena, and not merely sets of neurons in isolation >
https://www.nature.com/articles/s41583-022-00606-4
#neuroscience #neural_populations #correlation #information_theory
#information_theory #correlation #neural_populations #neuroscience
Does Information Create the Cosmos?
https://youtu.be/-ATWa2AEvIY
#cosmology #quantum_physics #information_theory
#cosmology #quantum_physics #information_theory