Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Accelerators01:17

Accelerators

287
Accelerators in concrete serve as admixtures to speed up the hardening process, enabling the concrete to achieve early strength faster. Although accelerators do not necessarily impact the time it takes concrete to set, they reduce this time in practice. A common accelerator is calcium chloride, which is particularly useful for hastening early strength development in cold weather or for rapid repair jobs that require quick heat generation after mixing.
The effectiveness of calcium chloride can...
287
Psychodynamic Perspectives on Personality01:27

Psychodynamic Perspectives on Personality

1.6K
The psychodynamic perspective in psychology asserts that most personality functions operate unconsciously, outside of awareness. This means that the motives and emotions driving behavior often remain hidden, automatically buried in the unconscious mind as a defense mechanism to shield us from psychological distress. According to this theory, the unconscious mind contains thoughts, memories, and emotions that are too disturbing to face directly.
Psychodynamic theorists argue that unconscious...
1.6K
Overview of the Cardiovascular System01:14

Overview of the Cardiovascular System

11.8K
The cardiovascular system is a vital transportation system in the body. It comprises the heart and blood vessels and facilitates the exchange of gases, nutrients, and waste products.
Heart
The heart is the central pump of the cardiovascular system that circulates blood throughout the body. It comprises two atria receiving the blood and two ventricles pumping blood out of the heart. Their rhythmic contractions, called heartbeats, ensure that blood flow remains continuous.
Blood Vessels
Blood...
11.8K
GIS Software, Hardware, and Sources of GIS Data01:23

GIS Software, Hardware, and Sources of GIS Data

776
A Geographic Information System (GIS) combines specialized software and hardware to effectively manage, analyze, and present spatial and related data. GIS software includes critical functionalities such as a user interface for easy navigation, database management tools for handling spatial and attribute data, and data retrieval features for efficient access. Analytical tools transform raw data into insights, while display functions produce maps and reports in various formats for effective...
776
Social Cognitive Perspective on Personality01:30

Social Cognitive Perspective on Personality

1.0K
Social cognitive perspectives on personality emphasize the importance of conscious awareness, beliefs, expectations, and goals in shaping behavior. These perspectives incorporate behaviorist principles, such as learning through reinforcement and conditioning, but extend beyond them by highlighting human reasoning and planning. Unlike traditional behaviorist views, social cognitive theory focuses on how individuals reflect on their past experiences and plan for future outcomes by considering...
1.0K
Criticisms of the Evolutionary Perspective01:23

Criticisms of the Evolutionary Perspective

362
In a study where individuals posing as strangers offered compliments and proposed casual sex to students, the responses differed significantly based on gender. Not a single woman accepted the proposal, while 70% of the men agreed. This outcome provides a useful scenario to explore through the lens of evolutionary psychology and social learning theory, highlighting the diverse perspectives on human sexual behaviors.
Evolutionary psychology provides one explanation for these findings, suggesting...
362

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Atrial Fibrillation Detection on the Embedded Edge: Energy-Efficient Inference on a Low-Power Microcontroller.

Sensors (Basel, Switzerland)·2025
Same author

Predicting 30-day hospital readmissions using ClinicalT5 with structured and unstructured electronic health records.

PloS one·2025
Same author

Automated Lightweight Model for Asthma Detection Using Respiratory and Cough Sound Signals.

Diagnostics (Basel, Switzerland)·2025
Same author

Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges.

Sensors (Basel, Switzerland)·2025
Same author

Digital Electronic System-on-Chip Design: Methodologies, Tools, Evolution, and Trends.

Micromachines·2024
Same author

Speech Emotion Recognition Using Attention Model.

International journal of environmental research and public health·2023
Same journal

Correction: Kang et al. Fluid Flow to Electricity: Capturing Flow-Induced Vibrations with Micro-Electromechanical-System-Based Piezoelectric Energy Harvester. <i>Micromachines</i> 2024, <i>15</i>, 581.

Micromachines·2026
Same journal

Femtosecond Laser Texturing of Wood Coatings with Bio-Based Epoxy and Wax Additives for Enhanced Hydrophobicity.

Micromachines·2026
Same journal

Engineering of Optoelectronic Devices for Renewable Energy Applications.

Micromachines·2026
Same journal

Phase Transformation and Electrochemical Behavior of Hexagonal TiO<sub>2</sub> Nanotubes Under Different Annealing Temperatures and Heating Rates.

Micromachines·2026
Same journal

Process Optimization and Predictive Modeling of Femtosecond Laser Precision Milling for Commercial PMMA Slices.

Micromachines·2026
Same journal

A Hybrid Preprocessing Multi-Objective Surrogate Model for Thermal MEMS Actuators.

Micromachines·2026
See all related articles

Related Experiment Video

Updated: Jan 29, 2026

Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis
08:22

Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis

Published on: April 26, 2024

3.1K

Hardware Accelerators for Cardiovascular Signal Processing: A System-on-Chip Perspective.

Rami Hariri1, Marcian Cirstea1, Mahdi Maktab Dar Oghaz1

  • 1School of Computing and Information Science, Anglia Ruskin University, East Rd., Cambridge CB1 1PT, UK.

Micromachines
|January 28, 2026
PubMed
Summary
This summary is machine-generated.

Hardware accelerators for real-time cardiovascular monitoring, including ECG and PPG signals, show promise. Hybrid FPGA-ASIC and AI edge solutions offer efficient, accurate solutions for diagnosing cardiovascular diseases (CVDs).

Keywords:
application specific integrated circuitcardiovascular diseasedeep learningelectrocardiogramfield programmable gate arraymachine learningphotoplethysmogram

More Related Videos

Microfabrication of Chip-sized Scaffolds for Three-dimensional Cell cultivation
09:37

Microfabrication of Chip-sized Scaffolds for Three-dimensional Cell cultivation

Published on: May 12, 2008

12.2K
Perspectives on Neuroscience
26:41

Perspectives on Neuroscience

Published on: July 31, 2007

5.3K

Related Experiment Videos

Last Updated: Jan 29, 2026

Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis
08:22

Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis

Published on: April 26, 2024

3.1K
Microfabrication of Chip-sized Scaffolds for Three-dimensional Cell cultivation
09:37

Microfabrication of Chip-sized Scaffolds for Three-dimensional Cell cultivation

Published on: May 12, 2008

12.2K
Perspectives on Neuroscience
26:41

Perspectives on Neuroscience

Published on: July 31, 2007

5.3K

Area of Science:

  • Biomedical Engineering
  • Computer Engineering
  • Cardiovascular Medicine

Background:

  • Cardiovascular Diseases (CVDs) are a leading cause of death globally, necessitating advanced diagnostic tools.
  • Real-time processing of physiological signals like Electrocardiogram (ECG) and Photoplethysmogram (PPG) is crucial for early CVD detection.
  • Existing monitoring systems require efficient hardware acceleration for improved performance and accuracy.

Purpose of the Study:

  • To systematically analyze hardware accelerators for real-time cardiovascular signal processing (ECG, PPG, blood pressure).
  • To categorize research into signal denoising, feature extraction, and ML/DL-based decision support.
  • To benchmark performance in energy efficiency, processing speed, and clinical accuracy.

Main Methods:

  • Systematic literature review following PRISMA guidelines.
  • Analysis of 59 research papers published between 2014 and 2024.
  • Categorization of hardware accelerators based on processing tasks and AI integration.

Main Results:

  • Hybrid Field Programmable Gate Array (FPGA)-Application Specific Integrated Circuit (ASIC) architectures show significant potential.
  • Specialized Artificial Intelligence (AI) on Edge accelerators are highly promising for next-generation systems.
  • Performance benchmarking highlights advancements in energy efficiency, processing speed, and clinical accuracy.

Conclusions:

  • Hybrid FPGA-ASIC and AI edge accelerators are leading solutions for advanced CVD monitoring.
  • Future research should focus on ultra-low-power, clinically robust, and scalable signal processing systems.
  • Findings guide the practical clinical deployment of hardware-accelerated cardiovascular diagnostics.