output
19972026
most citedApplications of Deep Learning and Reinforcement Learning to Biological Data

876 citations

Showing 2015Show all

8 papers · 1 filter

math.AP2015★ 1 cited

Mathematical Analysis of a Clonal Evolution Model of Tumour Cell Proliferation

József Z. Farkas, Glenn F. Webb

We investigate a partial differential equation model of a cancer cell population, which is structured with respect to age and telomere length of cells. We assume a continuous telom…

q-bio.NC2015★ 169 cited

Partial Information Decomposition as a Unified Approach to the Specification of Neural Goal Functions

Michael Wibral, Viola Priesemann, Jim W. Kay +2

In many neural systems anatomical motifs are present repeatedly, but despite their structural similarity they can serve very different tasks. A prime example for such a motif is th…

math.AP2015★ 16 cited

Structured populations with distributed recruitment: from PDE to delay formulation

Àngel Calsina, Odo Diekmann, József Z. Farkas

In this work first we consider a physiologically structured population model with a distributed recruitment process. That is, our model allows newly recruited individuals to enter…

math.AP2015★ 7 cited

On a strain-structured epidemic model

Àngel Calsina, József Z. Farkas

We introduce and investigate an SIS-type model for the spread of an infectious disease, where the infected population is structured with respect to the different strain of the viru…

q-bio.PE2015★ 13 cited

Revisiting the stability of spatially heterogeneous predator-prey systems under eutrophication

Jozsef Z. Farkas, Andrew Yu Morozov, E. G. Arashkevich +1

We employ partial integro-differential equations to model trophic interaction in a spatially extended heterogeneous environment. Compared to classical reaction-diffusion models, th…

q-bio.PE2015★ 32 cited

Wolbachia infection in a sex-structured mosquito population carrying West Nile virus

József Z. Farkas, Stephen A. Gourley, Rongsong Liu +1

Wolbachia is possibly the most studied reproductive parasite of arthropod species. It appears to be a promising candidate for biocontrol of some mosquito borne diseases. We begin b…