Search Results for author: Adrian Ratwatte

Found 3 papers, 0 papers with code

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

no code implementations13 Mar 2024 Samitha Somathilaka, Adrian Ratwatte, Sasitharan Balasubramaniam, Mehmet Can Vuran, Witawas Srisa-an, Pietro Liò

This study advances this concept by incorporating cell plasticity, to further exploit natural cell's adaptability, in order to diversify the GRNN search that can match larger spectrum as well as dynamic computing tasks.

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

no code implementations14 Sep 2023 Adrian Ratwatte, Samitha Somathilaka, Sasitharan Balasubramaniam, Assaf A. Gilad

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.

Translation

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

no code implementations22 Dec 2022 Sasitharan Balasubramaniam, Samitha Somathilaka, Sehee Sun, Adrian Ratwatte, Massimiliano Pierobon

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.

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