C. Ganesh Babu
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View article: Optimizing language model fine-tuning and quantization for enhanced medical question answering
Optimizing language model fine-tuning and quantization for enhanced medical question answering Open
This paper introduces an end-to-end fine-tuning and compression solution for the EleutherAI GPT-Neo 125 M language model. It employs a new optimization procedure that boosts the performance of the model in the task of medical question answ…
View article: Certain investigation on hybrid neural network method for classification of ECG signal with the suitable a FIR filter
Certain investigation on hybrid neural network method for classification of ECG signal with the suitable a FIR filter Open
The Electrocardiogram (ECG) records are crucial for predicting heart diseases and evaluating patient’s health conditions. ECG signals provide essential peak values that reflect reliable health information. Analyzing ECG signals is a fundam…
View article: Opportunities of Translating Mobile Base Transceiver Station (BTS) for EV Charging Through Energy Management Systems in DC Microgrid
Opportunities of Translating Mobile Base Transceiver Station (BTS) for EV Charging Through Energy Management Systems in DC Microgrid Open
Base Transceiver Station (BTS) is a gear to aid the wireless communication between the mobile phone and the network in a telecommunication system. BTS is supplied by the grid and a diesel generator is used as an additional power source to …
View article: Analysis and detection of sentient state from alcoholic EEG signals using the fast Fourier transform features based multiple classifiers
Analysis and detection of sentient state from alcoholic EEG signals using the fast Fourier transform features based multiple classifiers Open
In different social orders, mixed drinks are generally utilized. A decent and sound way of life can be leaded if the utilization of liquor is negligible and periodic. Notwithstanding, with the over admission of liquor, it upsets the dynami…
View article: Performance analysis of classifiers in detection of diabetes from Pima Indians database
Performance analysis of classifiers in detection of diabetes from Pima Indians database Open
Hyperglycemia or high blood glucose levels, is a severe symptom of diabetes mellitus. Machine learning approaches that are implemented correctly can help in the early detection of diabetes. Particle swarm optimization (PSO) features are se…
View article: Lung cancer detection and classification for microarray gene data using classifiers
Lung cancer detection and classification for microarray gene data using classifiers Open
Use of gene expression data from microarrays can be used to identify and treat a variety of diseases. There are duplicated high-dimensional feature genes in the microarray gene expression data, as well as smaller training and test samples.…
View article: Identification of Fruits and Vegetables using Embedded Sensor
Identification of Fruits and Vegetables using Embedded Sensor Open
In precision agriculture, computational techniques play a critical role. It is a vital job to detect and classify fruits and vegetables from crops and gardens. In fruit detection and yield estimation, an intelligent detection system is use…
View article: A Novel Low Noise Instrumentation Amplifier for Bio-Medical applications
A Novel Low Noise Instrumentation Amplifier for Bio-Medical applications Open
In this work we propose an efficient and a novel Instrumentation amplifier design fabricated using CMOS technology that can be used for the amplification of bio-medical signals. Instrumentation Biological amplifiers play a crucial role in …
View article: Ultra-Low Power Memory Circuit Unit for Space Application
Ultra-Low Power Memory Circuit Unit for Space Application Open
In VLSI design power dissipation is an important factor in micro and nano VLSI design. For Space applications, Circuits with Ultralow power (ULP) operation is a good solution because of its limited options of energy sources. This Ultralow …
View article: Performance Evaluation with Multivariable and Multiloop control for a class of square MIMO systems
Performance Evaluation with Multivariable and Multiloop control for a class of square MIMO systems Open
Two approaches (centralized and decentralized) for designing a multi-input, multi-output (MIMO) tracing/regulating process are described within article. The vast popular of industrial process control applications are whist focused on multi…
View article: ECG Cardiac arrhythmias Classification using DWT, ICA and MLP Neural Networks
ECG Cardiac arrhythmias Classification using DWT, ICA and MLP Neural Networks Open
Recognizing ECG cardiac arrhythmia automatically is an essential task for diagnosing the abnormalities of cardiac muscle. The proposal of few algorithms has been made for classifying the ECG cardiac arrhythmias, however the system of class…
View article: Analysis on Wavelet Feature and Softmax Discriminant Classifier for the detection of epilepsy
Analysis on Wavelet Feature and Softmax Discriminant Classifier for the detection of epilepsy Open
The most frequently diagnosed brain disease is epilepsy, which is characterised by the unexpected onset of frequent seizures. The detection of epilepsy in this paper was established by using the wavelet features Haar, dB2, Symlets (Sym8) a…
View article: Performance Analysis of Dimensionality Reduction using PCA, KPCA and LLE for ECG Signals
Performance Analysis of Dimensionality Reduction using PCA, KPCA and LLE for ECG Signals Open
Machine Learning is a predominantly developing field in the current scenario due to spontaneous growth in size of data. Dimensionality Reduction is significant step used in machine learning. The Imprecation of dimensionality refers to the …
View article: Body Mass Index based Health drink vending machine using Programmable Logic Controllers
Body Mass Index based Health drink vending machine using Programmable Logic Controllers Open
As the consumer enters his/her height and weight the BMI of the person is calculated. If the BMI indicates that the person is fit, then the machine makes an ideal health drink with all nutrient content. If the BMI of the person indicates h…
View article: Design and Development of Automatic Quality Domestic Water Distribution and Wastage Reduction Management System
Design and Development of Automatic Quality Domestic Water Distribution and Wastage Reduction Management System Open
The consequence of the project is that it is possible to minimize unnecessary consumption of water and provide water of good quality. This will eliminate additional health conditions. Recent days have raised the availability of polluted wa…
View article: Performance Evaluation of Standalone Solar Powered Water Irrigation System Using DC Pump
Performance Evaluation of Standalone Solar Powered Water Irrigation System Using DC Pump Open
In the present scenario, the demand for agriculture is increasing abruptly due to the population in the world. In agriculture, irrigation plays a major role. As it requires electricity supply to irrigate the field, farmers find it an addit…
View article: Probabilistic Feature Extraction Techniques for Electrocardiogram Signal-A Review
Probabilistic Feature Extraction Techniques for Electrocardiogram Signal-A Review Open
Extraction of features for an ECG signal plays a vital role in making the diagnosis of most of the diseases associated with cardiac muscle as well as the different states of arrhythmias. In this study, a literature review over the comprehe…
View article: Ecg Arrhythmia Signals Classification Using Particle Swarm Optimization-Support Vector Machines Optimized With Independent Component Analysis
Ecg Arrhythmia Signals Classification Using Particle Swarm Optimization-Support Vector Machines Optimized With Independent Component Analysis Open
Cardiac Arrhythmia is one of the serious disorders which are most commonly found among humans larger in number. This study is based on proposing a novel approach for heart (Cardiac) arrhythmia disease classification. Many Machine learning …
View article: A Novel System for Surgical Gloves Removing and Reusing - IoT Approach
A Novel System for Surgical Gloves Removing and Reusing - IoT Approach Open
COVID -19 is a threat to any living species. This has not left even animals. Hence, proper precaution should be taken to avoid the spread of this deadly disease. This affects humans, which cause severe respiratory disease. Glove is the imp…
View article: Closed Loop Subspace Identification and Control of a two input-Single output Conical Tank System
Closed Loop Subspace Identification and Control of a two input-Single output Conical Tank System Open
The process model is very essential for the model based control design. The model of the process can be identified using system identification algorithm. The system identification is done through the open loop and closed loop approaches. I…
View article: Analysis of effectiveness of power on refined numerical models of floating point arithmetic unit for biomedical applications
Analysis of effectiveness of power on refined numerical models of floating point arithmetic unit for biomedical applications Open
“The technology defined today might be redefined tomorrow”- from the quotes, in the modern era redefining the architecture with the optimization of area, delay and reduction of power is focused more than fixed models. This paper describes …
View article: A Novel System Design for Intravenous Infusion System Monitoring for Betterment of Health Monitoring System using ML- AI
A Novel System Design for Intravenous Infusion System Monitoring for Betterment of Health Monitoring System using ML- AI Open
In the upswing of contemporary science we can monitor and regulate the saline flow rate. Scrupulous flow has to be retained so that risks of fore shortening the threshold level of patient’s heart rate, blood pressure and oxygen level in bl…
View article: An Exploration of ECG Signal Feature Selection and Classification using Mac hine Learning Techniques
An Exploration of ECG Signal Feature Selection and Classification using Mac hine Learning Techniques Open
This effort examines and likens a collection of active methods to dimensionally reduction and select salient features since the electrocardiogram database. ECG signal classification and feature selection plays a vital part in identifies of…
View article: Distinctiveness of Manet and its Security Issues: A Review
Distinctiveness of Manet and its Security Issues: A Review Open
Manet is a wireless network that has a group of nodes that can move in any direction.Manets do not have a particular infrastructure.So, they are not controlled by a central system.The autonomous nodes have arbitrary movement inside the net…