GitHub

spyros-lytras/plm_entropy

Code and data for: Lytras, S., Strange, A., Ito, J., and Sato K. (2025). Inferring context-specific site variation with evotuned protein language models. BioRxiv pLM entropy is protein language model ...
GitHub

Shannon-Entropy-Estimator-for-the-Characterization-of-Seismic-Volcanic-Signals-using-Python

The "Shannon Entropy Estimator for the Characterization of Seismic-Volcanic Signals using Python." is a user-friendly interface that enables easy and efficient management for working with the most ...
Nature

Minimum entropy decomposition: Unsupervised oligotyping for sensitive partitioning of high-throughput marker gene sequences

We have developed and employed a new algorithm, ‘Minimum Entropy Decomposition’ (MED), to partition high-throughput sequencing datasets into ecologically meaningful and phylogenetically homogeneous ...
IEEE

MA-DG: Learning Features of Sequences in Different Dimensions for Min-Entropy Evaluation via 2D-CNN and Multi-Head Self-Attention

Abstract: In information security, random number quality is closely related to cryptographic system security; moreover, random number quality depends on the corresponding entropy source quality.
IEEE

Entropy Investigation on Different Critical Properties of Spiking Neurons in Context-Dependent Learning Task

Abstract: Spiking Neural Networks (SNNs) hold significant importance as a pivotal area of brain-inspired computing. Leveraging an SNN model of the rat hippocampus during the learning of ...