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

Antiepileptic Drugs: GABAergic Pathway Potentiators01:18

Antiepileptic Drugs: GABAergic Pathway Potentiators

γ-aminobutyric acid or GABA, plays a pivotal role as an inhibitory neurotransmitter in the brain. GABA pathway potentiators, also known as GABAergic drugs, are a class of pharmaceutical agents designed to enhance the functioning of the GABAergic system. These medications primarily treat epilepsy, a neurological disorder characterized by recurrent seizures.
The key GABA pathway potentiators used in epilepsy management are as follows.
Benzodiazepines are a well-known class of drugs used for their...

You might also read

Related Articles

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

Sort by
Same author

A comprehensive evaluation of influencing factors of neonicotinoid insecticides (NEOs) in farmland soils across China: First focus on film mulching.

Journal of hazardous materials·2024
Same author

Spatial distribution, compositional characteristics, and source apportionment of legacy and novel per- and polyfluoroalkyl substances in farmland soil: A nationwide study in mainland China.

Journal of hazardous materials·2024
Same author

Enhancing cryo-EM structure prediction with DeepTracer and AlphaFold2 integration.

Briefings in bioinformatics·2024
Same author

Uncovering the Effect of A-Site Cations on Localized Excitons Photoluminescence of Manganese-Doped Zinc Chloride Nanocrystals.

The journal of physical chemistry letters·2024
Same author

Discovery of a botanical compound as a broad-spectrum inhibitor against gut microbial β-glucuronidases from the Tibetan medicine Rhodiola crenulata.

International journal of biological macromolecules·2024
Same author

Electron Donor-Acceptor Complex Driven Photocatalyst-Free Trifluoromethylation of Heterocycles.

Chemistry (Weinheim an der Bergstrasse, Germany)·2024

Related Experiment Video

Updated: Jul 5, 2026

Methods for the Discovery of Novel Compounds Modulating a Gamma-Aminobutyric Acid Receptor Type A Neurotransmission
07:16

Methods for the Discovery of Novel Compounds Modulating a Gamma-Aminobutyric Acid Receptor Type A Neurotransmission

Published on: August 16, 2018

14.2K

Using neuromorphic computing in prediction of GABA concentration - a pilot study.

Jie Hou1, Abdulkadir Hassen Ali1, Ørjan G Martinsen1,2

  • 1Department of Physics, University of Oslo, 0316 Oslo, Norway.

Journal of Electrical Bioimpedance
|January 9, 2026
PubMed
Summary

Neuromorphic computing shows promise for detecting GABA levels using dielectric relaxation spectroscopy and machine learning. Spiking Neural Networks offer energy-efficient, real-time brain monitoring capabilities.

Keywords:
GABANeuromorphic computingpermittivity

More Related Videos

Electrophoretic Delivery of γ-aminobutyric Acid GABA into Epileptic Focus Prevents Seizures in Mice
07:01

Electrophoretic Delivery of γ-aminobutyric Acid GABA into Epileptic Focus Prevents Seizures in Mice

Published on: May 16, 2019

9.4K
Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons
08:04

Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons

Published on: June 6, 2025

1.4K

Related Experiment Videos

Last Updated: Jul 5, 2026

Methods for the Discovery of Novel Compounds Modulating a Gamma-Aminobutyric Acid Receptor Type A Neurotransmission
07:16

Methods for the Discovery of Novel Compounds Modulating a Gamma-Aminobutyric Acid Receptor Type A Neurotransmission

Published on: August 16, 2018

14.2K
Electrophoretic Delivery of γ-aminobutyric Acid GABA into Epileptic Focus Prevents Seizures in Mice
07:01

Electrophoretic Delivery of γ-aminobutyric Acid GABA into Epileptic Focus Prevents Seizures in Mice

Published on: May 16, 2019

9.4K
Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons
08:04

Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons

Published on: June 6, 2025

1.4K

Area of Science:

  • Neuroscience
  • Computer Science
  • Biophysics

Background:

  • Neuromorphic computing offers energy-efficient, real-time machine learning for biological signal processing.
  • Accurate detection of Gamma-Aminobutyric Acid (GABA) concentration is crucial for understanding brain function.

Purpose of the Study:

  • To investigate the feasibility of using neuromorphic computing for GABA concentration detection.
  • To compare machine learning models for predicting GABA concentration from dielectric properties.

Main Methods:

  • Dielectric relaxation spectroscopy was employed to gather permittivity data from various GABA solutions.
  • Feedforward Neural Networks (FFNN) and Convolutional Neural Networks (CNN) were trained and compared for prediction accuracy.
  • The CNN model was converted into Spiking Neural Networks (SNNs) for neuromorphic implementation.

Main Results:

  • The study demonstrated the potential of neuromorphic computing for GABA concentration detection.
  • Spiking Neural Networks (SNNs) exhibited promising energy efficiency and real-time processing capabilities.
  • A user-friendly system integrating Tkinter facilitated seamless data transfer for flexibility and scalability.

Conclusions:

  • Neuromorphic computing, particularly SNNs, presents a viable and efficient approach for real-time GABA concentration monitoring.
  • This technology could advance brain-computer interfaces and neurological disorder diagnostics.
  • The developed system offers a scalable and user-friendly platform for neuromorphic-based biosensing.