Samitha Somathilaka

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Internet of Biofilm Living AI Devices.
IEEE Commun. Mag.
Samitha Somathilaka, Hadeel Elayan, Joshua T. Atkinson, Josep Miquel Jornet, Sasitharan Balasubramaniam
2025 J jnl
Analyzing Wet-Neuromorphic Computing Using Bacterial Gene Regulatory Neural Networks.
IEEE Trans. Emerg. Top. Comput.
Samitha Somathilaka, Sasitharan Balasubramaniam, Daniel P. Martins
2025 J jnl
Bacterial Gene Regulatory Neural Network as a Biocomputing Library of Mathematical Solvers.
CoRR
Adrian Ratwatte, Samitha Somathilaka, Thanh Cao, Xu Li, Sasitharan Balasubramaniam
2025 J jnl
Insect-Wing Structured Microfluidic System for Reservoir Computing.
CoRR
Jacob Clouse, Thomas Ramsey, Samitha Somathilaka, Nicholas Kleinsasser, Sangjin Ryu, Sasitharan Balasubramaniam
2025 J jnl
Reconfiguring Gene Regulatory Neural Network Computing for Regulating Biofilm Formation.
IEEE Trans. Netw. Sci. Eng.
Adrian Ratwatte, Samitha Somathilaka, Sasitharan Balasubramaniam, Megan Taggart, Keerthi M. Nair, Alan O'Riordan, James Dooley
2025 J jnl
Wet-Neuromorphic Computing: A New Paradigm for Biological Artificial Intelligence.
IEEE Intell. Syst.
Jeewaka Perera, Sasitharan Balasubramaniam, Samitha Somathilaka, Qu Wen, Xu Li, Dharshana Kasthurirathna, Arman Roohi, M. Tyler Nelson
2024 J jnl
Wet TinyML: Chemical Neural Network Using Gene Regulation and Cell Plasticity.
CoRR
Samitha Somathilaka, Adrian Ratwatte, Sasitharan Balasubramaniam, Mehmet Can Vuran, Witawas Srisa-an, Pietro Liò
2023 J jnl
Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms.
CoRR
Samitha Somathilaka, Daniel P. Martins, Xu Li, Yusong Li, Sasitharan Balasubramaniam
2023 J jnl
Stability Analysis of Non-Linear Classifiers using Gene Regulatory Neural Network for Biological AI.
CoRR
Adrian Ratwatte, Samitha Somathilaka, Sasitharan Balasubramaniam, Assaf A. Gilad
2022 J jnl
A Graph-Based Molecular Communications Model Analysis of the Human Gut Bacteriome.
IEEE J. Biomed. Health Informatics
Samitha Somathilaka, Daniel P. Martins, Wiley Barton, Orla O'Sullivan, Paul D. Cotter, Sasitharan Balasubramaniam
2022 — conf
Information Flow of Cascading Bacterial Molecular Communication Systems with Cooperative Amplification.
ICC
Samitha Somathilaka, Daniel P. Martins, Sasitharan Balasubramaniam
2022 J jnl
Realizing Molecular Machine Learning through Communications for Biological AI: Future Directions and Challenges.
CoRR
Sasitharan Balasubramaniam, Samitha Somathilaka, Sehee Sun, Adrian Ratwatte, Massimiliano Pierobon
2021 J jnl
A Graph-based Molecular Communications Model Analysis of the Human Gut Bacteriome.
CoRR
Samitha Somathilaka, Daniel P. Martins, Wiley Barton, Orla O'Sullivan, Paul D. Cotter, Sasitharan Balasubramaniam