Samitha Somathilaka

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Communication Systems

Gene Regulatory

Future Directions

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Samitha Somathilaka, Adrian Ratwatte, Sasitharan Balasubramaniam, Mehmet Can Vuran, Witawas Srisa-an, Pietro Liò
Wet TinyML: Chemical Neural Network Using Gene Regulation and Cell Plasticity. CoRR (2024)
Samitha Somathilaka, Daniel P. Martins, Xu Li, Yusong Li, Sasitharan Balasubramaniam
Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms. CoRR (2023)
Adrian Ratwatte, Samitha Somathilaka, Sasitharan Balasubramaniam, Assaf A. Gilad
Stability Analysis of Non-Linear Classifiers using Gene Regulatory Neural Network for Biological AI. CoRR (2023)
Sasitharan Balasubramaniam, Samitha Somathilaka, Sehee Sun, Adrian Ratwatte, Massimiliano Pierobon
Realizing Molecular Machine Learning through Communications for Biological AI: Future Directions and Challenges. CoRR (2022)
Samitha Somathilaka, Daniel P. Martins, Wiley Barton, Orla O'Sullivan, Paul D. Cotter, Sasitharan Balasubramaniam
A Graph-Based Molecular Communications Model Analysis of the Human Gut Bacteriome. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Samitha Somathilaka, Daniel P. Martins, Sasitharan Balasubramaniam
Information Flow of Cascading Bacterial Molecular Communication Systems with Cooperative Amplification. ICC (2022)
Samitha Somathilaka, Daniel P. Martins, Wiley Barton, Orla O'Sullivan, Paul D. Cotter, Sasitharan Balasubramaniam
A Graph-based Molecular Communications Model Analysis of the Human Gut Bacteriome. CoRR (2021)