Samitha Somathilaka

According to our database, Samitha Somathilaka authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Bacterial Gene Regulatory Neural Network as a Biocomputing Library of Mathematical Solvers.

Adrian Ratwatte, Samitha Somathilaka, Thanh Cao, Xu Li, Sasitharan Balasubramaniam

CoRR, September, 2025

Insect-Wing Structured Microfluidic System for Reservoir Computing.

Jacob Clouse, Thomas Ramsey, Samitha Somathilaka, Nicholas Kleinsasser, Sangjin Ryu, Sasitharan Balasubramaniam

CoRR, August, 2025

Reconfiguring Gene Regulatory Neural Network Computing for Regulating Biofilm Formation.

Adrian Ratwatte, Samitha Somathilaka, Sasitharan Balasubramaniam, Megan Taggart, Keerthi M. Nair, Alan O'Riordan, James Dooley

IEEE Trans. Netw. Sci. Eng., 2025

Analyzing Wet-Neuromorphic Computing Using Bacterial Gene Regulatory Neural Networks.

Samitha Somathilaka, Sasitharan Balasubramaniam, Daniel P. Martins

IEEE Trans. Emerg. Top. Comput., 2025

Wet-Neuromorphic Computing: A New Paradigm for Biological Artificial Intelligence.

Jeewaka Perera, Sasitharan Balasubramaniam, Samitha Somathilaka, Qu Wen, Xu Li, Dharshana Kasthurirathna, Arman Roohi, M. Tyler Nelson

IEEE Intell. Syst., 2025

2024

Wet TinyML: Chemical Neural Network Using Gene Regulation and Cell Plasticity.

Samitha Somathilaka, Adrian Ratwatte, Sasitharan Balasubramaniam, Mehmet Can Vuran, Witawas Srisa-an, Pietro Liò

CoRR, 2024

2023

Stability Analysis of Non-Linear Classifiers using Gene Regulatory Neural Network for Biological AI.

Adrian Ratwatte, Samitha Somathilaka, Sasitharan Balasubramaniam, Assaf A. Gilad

CoRR, 2023

Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms.

Samitha Somathilaka, Daniel P. Martins, Xu Li, Yusong Li, Sasitharan Balasubramaniam

CoRR, 2023

2022

A Graph-Based Molecular Communications Model Analysis of the Human Gut Bacteriome.

Samitha Somathilaka, Daniel P. Martins, Wiley Barton, Orla O'Sullivan, Paul D. Cotter, Sasitharan Balasubramaniam

IEEE J. Biomed. Health Informatics, 2022

Realizing Molecular Machine Learning through Communications for Biological AI: Future Directions and Challenges.

Sasitharan Balasubramaniam, Samitha Somathilaka, Sehee Sun, Adrian Ratwatte, Massimiliano Pierobon

CoRR, 2022

Information Flow of Cascading Bacterial Molecular Communication Systems with Cooperative Amplification.

Samitha Somathilaka, Daniel P. Martins, Sasitharan Balasubramaniam

Proceedings of the IEEE International Conference on Communications, 2022