3 papers
cs.ET2025
Bacterial Gene Regulatory Neural Network as a Biocomputing Library of Mathematical Solvers
Adrian Ratwatte, Samitha Somathilaka, Thanh Cao +2
Current biocomputing approaches predominantly rely on engineered circuits with fixed logic, offering limited stability and reliability under diverse environmental conditions. Here,…
cs.NE2024
Wet TinyML: Chemical Neural Network Using Gene Regulation and Cell Plasticity
Samitha Somathilaka, Adrian Ratwatte, Sasitharan Balasubramaniam +3
In our earlier work, we introduced the concept of Gene Regulatory Neural Network (GRNN), which utilizes natural neural network-like structures inherent in biological cells to perfo…
cs.NE2023
Stability Analysis of Non-Linear Classifiers using Gene Regulatory Neural Network for Biological AI
Adrian Ratwatte, Samitha Somathilaka, Sasitharan Balasubramaniam +1
The Gene Regulatory Network (GRN) of biological cells governs a number of key functionalities that enables them to adapt and survive through different environmental conditions. Clo…