Search Results for author: Sasitharan Balasubramaniam

Found 19 papers, 1 papers with code

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.


Emerging AI Technologies Inspiring the Next Generation of E-textiles

no code implementations6 Mar 2023 Frances Cleary, Witawas Srisa-an, David C. Henshall, Sasitharan Balasubramaniam

The textile sector needs to actively look at such emerging and new technologies taking inspiration from their workings and processing methods in order to stimulate new and innovative embedded intelligence advancements in the etextile world.

Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms

no code implementations10 Jan 2023 Samitha Somathilaka, Daniel P. Martins, Xu Li, Yusong Li, Sasitharan Balasubramaniam

These incoming external signals are then processed using a Gene Regulatory Network (GRN), exhibiting similarities to modern computing algorithms.

Decision Making

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.

Using Deep Learning to Detect Digitally Encoded DNA Trigger for Trojan Malware in Bio-Cyber Attacks

no code implementations23 Feb 2022 Mohd Siblee Islam, Stepan Ivanov, Hamdan Awan, Jennifer Drohan, Sasitharan Balasubramaniam, Lee Coffey, Srivatsan Kidambi, Witty Sri-saan

However, in this paper we show how Deep Learning can be used to successfully detect and identify the trigger encoded data, in order to protect a DNA sequencing pipeline from trojan attacks.

Climate Change Sensing through Terahertz Communications: A Disruptive Application of 6G Networks

no code implementations6 Oct 2021 Lasantha Thakshila Wedage, Bernard Butler, Sasitharan Balasubramaniam, Yevgeni Koucheryavy, Josep M. Jornet

Climate change resulting from the misuse and over-exploitation of natural resources has affected and continues to impact the planet's ecosystem.

Applying Intelligent Reflector Surfaces for Detecting Violent Expiratory Aerosol Cloud using Terahertz Signals

no code implementations17 Aug 2021 Harun Šiljak, Michael Taynnan Barros, Nathan D'Arcy, Daniel Perez Martins, Nicola Marchetti, Sasitharan Balasubramaniam

The recent COVID-19 pandemic has driven researchers from different spectrum to develop novel solutions that can improve detection and understanding of SARS-CoV-2 virus.

Cloud Detection

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

no code implementations16 Jul 2021 Samitha Somathilaka, Daniel P. Martins, Wiley Barton, Orla O'Sullivan, Paul D. Cotter, Sasitharan Balasubramaniam

Furthermore, we develop an in-silico simulation model (virtual GB), allowing us to study the impact of the metabolite exchange through molecular communications in the human gut bacteriome network system.

Channel Capacity of Starch and Glucose Molecular Communications in the Small Intestine Digestive Tract

no code implementations16 Jul 2021 Dixon Vimalajeewa, Sasitharan Balasubramaniam

Based on the advection-diffusion and reaction mechanisms, we define a channel capacity for the small intestine digestive tract that is dependent on the starch to glucose conversion, velocity flow within the tract, viscosity of the digest product, and length of the tract and position of the receivers for glucose absorption.

Analysis of Molecular Communications on the Growth Structure of Glioblastoma Multiforme

no code implementations30 Apr 2021 Hamdan Awan, Andreani Odysseos, Niovi Nicolaou, Sasitharan Balasubramaniam

By using information theory we study different properties associated with this communication model to show that the growth of GBM in a particular direction (node to stem) is related to an increase in mutual information.

A Review on Bio-Cyber Interfaces for Intrabody Molecular Communications Systems

no code implementations30 Apr 2021 Yevgeni Koucheryavy, Anastasia Yastrebova, Daniel P. Martins, Sasitharan Balasubramaniam

The recent advancements in bio-engineering and wireless communications systems have motivated researchers to propose novel applications for telemedicine, therapeutics and human health monitoring.

Neuron Signal Propagation Analysis of Cytokine-Storm induced Demyelination

no code implementations5 Mar 2021 Geoflly L. Adonias, Harun Siljak, Michael Taynnan Barros, Sasitharan Balasubramaniam

The COVID-19 pandemic has shaken the world unprecedentedly, where it has affected the vast global population both socially and economically.

Molecular Communications in Viral Infections Research: Modelling, Experimental Data and Future Directions

no code implementations30 Oct 2020 Michael Taynnan Barros, Mladen Veletić, Masamitsu Kanada, Massimiliano Pierobon, Seppo Vainio, Ilangko Balasingham, Sasitharan Balasubramaniam

Hundreds of millions of people worldwide are affected by viral infections each year, and yet, several of them neither have vaccines nor effective treatment during and post-infection.

A Machine Learning-based Approach to Detect Threats in Bio-Cyber DNA Storage Systems

no code implementations28 Sep 2020 Federico Tavella, Alberto Giaretta, Mauro Conti, Sasitharan Balasubramaniam

The similarities between these biological media and classical ones can also be a drawback, as malicious parties might replicate traditional attacks on the former archival system, using biological instruments and techniques.

BIG-bench Machine Learning

Hydrogel-based Bio-nanomachine Transmitters for Bacterial Molecular Communications

no code implementations25 Sep 2020 Daniel P. Martins, Huong Q. -O'Reilly, Lee Coffey, Paul D. Cotter, Sasitharan Balasubramaniam

In addition, our wet lab results show the propagation of the molecular output signal, proving the feasibility of engineering a positive feedback loop to create a bio-nanomachine transmitter that can be used for biosensing applications.

Evolving Intelligent Reflector Surface towards 6G for Public Health: Application in Airborne Virus Detection

no code implementations4 Sep 2020 Harun Šiljak, Nouman Ashraf, Michael Taynnan Barros, Daniel Perez Martins, Bernard Butler, Arman Farhang, Nicola Marchetti, Sasitharan Balasubramaniam

While metasurface based intelligent reflecting surfaces (IRS) are an important emerging technology for future generations of wireless connectivity in its own right, the plans for the mass deployment of these surfaces motivate the question of their integration with other new and emerging technologies that would require mass proliferation.

Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling

no code implementations18 Jul 2020 Sergio López Bernal, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Michael Taynnan Barros, Sasitharan Balasubramaniam, Gregorio Martínez Pérez

This paper defines the first two neural cyberattacks, Neuronal Flooding (FLO) and Neuronal Scanning (SCA), where each threat can affect the natural activity of neurons.

Neurons and Cognition Cryptography and Security

Engineering Calcium Signaling of Astrocytes for Neural-Molecular Computing Logic Gates

1 code implementation13 Jul 2020 Michael Taynnan Barros, Phuong Doan, Meenakshisundaram Kandhavelu, Brendan Jennings, Sasitharan Balasubramaniam

The results from the simulation showed that an optimum value for both the Ca$^{2+}$ activation threshold and time slot of input signals $T_b$ is required to achieve optimal computation accuracy, where up to 90\% accuracy for both the AND and OR gates can be achieved with the right combination of values.

Cell Behavior Emerging Technologies

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