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researcher

A. Ratwatte

4 papers hereh-index 229 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.ET2
  • cs.NE2

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedRealizing Molecular Machine Learning through Communications for Biological AI: Future Directions and Challenges

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

cs.NE2024

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…

cs.NE2023

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…

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