1 citations · 1 across the 3 of their papers we have counts for
3 papers
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…
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…
Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms
Samitha Somathilaka, Daniel P. Martins, Xu Li +2
Bacterial cells are sensitive to a range of external signals used to learn the environment. These incoming external signals are then processed using a Gene Regulatory Network (GRN)…