1 citations · 1 across the 4 of their papers we have counts for
4 papers
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,…
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…
Realizing Molecular Machine Learning through Communications for Biological AI: Future Directions and Challenges
Sasitharan Balasubramaniam, Samitha Somathilaka, Sehee Sun +2
Artificial Intelligence (AI) and Machine Learning (ML) are weaving their way into the fabric of society, where they are playing a crucial role in numerous facets of our lives. As w…