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

Higher Mental Functions of Brain: Learning and Memory01:26

Higher Mental Functions of Brain: Learning and Memory

Memory is one of the most vital higher mental functions of the brain. Memory is closely related to learning because it enables us to retain information and experiences from our past to use them in our present life. It also helps us to remember facts, events, and skills, such as riding a bike or swimming. There are two types of memory — declarative memory, which involves memorizing facts or events, and procedural memory, which enables us to remember how to do something like writing or playing an...
Understanding Memory01:19

Understanding Memory

Memory is the retention of information or experiences over time, facilitated through three main processes: encoding, storage, and retrieval. Encoding is the process of inputting information into the memory system. For instance, when listening to a lecture, watching a play, reading a book, or having a conversation, the brain is actively encoding information. This initial stage involves transforming sensory input into a form that can be processed and stored by the brain. Various factors, such as...
System of Memory01:23

System of Memory

Memory is categorized into three major systems: sensory memory, short-term memory (STM), and long-term memory (LTM). These systems differ in their capacity and the duration for which they can hold information. Sensory memory captures raw sensory input from the environment, holding it for just a few seconds or less. For example, on hearing a brief, loud sound, like a car horn honking, the sound seems to linger in the mind for a moment even after it stops. This is an instance of sensory memory...
Long-Term Memory01:18

Long-Term Memory

Long-term memory is a relatively permanent type of memory, capable of storing vast amounts of information over extended periods. Its storage capacity is generally considered unlimited.
Long-term memory can be categorized into two primary types: explicit and implicit memory. Explicit memory, also known as declarative memory, involves the conscious recollection of information that we deliberately try to remember, recall, and articulate. This type of memory encompasses specific facts, events, and...

You might also read

Related Articles

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

Sort by
Same author

Visual cortex speckle imaging for shape recognition.

Scientific reports·2025
Same author

AI-powered remote monitoring of brain responses to clear and incomprehensible speech via speckle pattern analysis.

Journal of biomedical optics·2025
Same author

Speckle pattern analysis with deep learning for low-cost stroke detection: a phantom-based feasibility study.

Journal of biomedical optics·2025
Same author

Remote sensing of alcohol consumption using machine learning speckle pattern analysis.

Journal of biomedical optics·2025
Same author

Tips versus Holes: ×10 Higher Scattering in FIB-made Plasmonic Nanoscale Arrays for Spectral Imaging.

ACS omega·2024
Same author

Penetrating Barriers: Noncontact Measurement of Vital Bio Signs Using Radio Frequency Technology.

Sensors (Basel, Switzerland)·2024
Same journal

NMR Spectroscopy: Molecular Insights into Cell Wall Collapse and Oxidative Stress of <i>Escherichia coli</i> Induced by Imidazole-Activated Eutectic Solvents.

ACS omega·2026
Same journal

Enhanced Arsenite Remediation in Synthetic FeS<sub>2</sub>/Fe(II)-Containing Arsenic Wastewater via Epigallocatechin Gallate-Initiated Persulfate Activation.

ACS omega·2026
Same journal

Defect and Particle-Size Engineering as Mechanistic Drivers for Dye Uptake in a Zirconium Metal-Organic Framework.

ACS omega·2026
Same journal

Biogeochemical Assessment of Short-Term Hydrogen Storage in Methane Reservoirs with Field Sample Characterization and Reactor Experiments.

ACS omega·2026
Same journal

Combined Effects of Halloysite Nanotubes, Nucleating Agent, and Thermal Annealing on the Printability and Mechanical Performances of 3D-Printable Polypropylene Random Copolymer-Based Composites.

ACS omega·2026
Same journal

Effect of MoS<sub>2</sub> Interfacial Engineering across MAPbI<sub>3</sub>, FAPbI<sub>3</sub>, and CsPbI<sub>3</sub> Perovskite Solar Cells.

ACS omega·2026
See all related articles

Related Experiment Video

Updated: Jun 23, 2026

Quasi-light Storage for Optical Data Packets
07:45

Quasi-light Storage for Optical Data Packets

Published on: February 6, 2014

10.7K

Machine Learning Models for a Novel Optical Memory Approach.

Tal Raviv1, Zeev Kalyuzhner1, Zeev Zalevsky1

  • 1Faculty of Engineering and The Nano-Technology Center, Bar-Ilan University, Ramat-Gan 52900, Israel.

ACS Omega
|January 1, 2025
PubMed
Summary
This summary is machine-generated.

Researchers enhanced nonvolatile optical memory using machine learning. Advanced algorithms successfully classified scattered images, achieving 0.81 accuracy for data storage.

More Related Videos

Gradient Echo Quantum Memory in Warm Atomic Vapor
10:00

Gradient Echo Quantum Memory in Warm Atomic Vapor

Published on: November 11, 2013

12.7K
Novel Object Recognition Test for the Investigation of Learning and Memory in Mice
08:52

Novel Object Recognition Test for the Investigation of Learning and Memory in Mice

Published on: August 30, 2017

71.9K

Related Experiment Videos

Last Updated: Jun 23, 2026

Quasi-light Storage for Optical Data Packets
07:45

Quasi-light Storage for Optical Data Packets

Published on: February 6, 2014

10.7K
Gradient Echo Quantum Memory in Warm Atomic Vapor
10:00

Gradient Echo Quantum Memory in Warm Atomic Vapor

Published on: November 11, 2013

12.7K
Novel Object Recognition Test for the Investigation of Learning and Memory in Mice
08:52

Novel Object Recognition Test for the Investigation of Learning and Memory in Mice

Published on: August 30, 2017

71.9K

Area of Science:

  • Optoelectronics and data storage solutions.
  • Nanoparticle-based optical memory.
  • Machine learning applications in photonics.

Background:

  • Growing demand for high-speed, high-bandwidth data handling in data centers.
  • Need for efficient nonvolatile optical memory for all-optical data processing.
  • Previous introduction of optical memory based on gold nanoparticle scattering fields.

Purpose of the Study:

  • To enhance the performance of a nonvolatile optical memory element.
  • To apply advanced machine learning techniques for improved classification of optical data.
  • To analyze scattered images from the optical memory device using sophisticated algorithms.

Main Methods:

  • Utilizing Random Forest and t-SNE (t-distributed Stochastic Neighbor Embedding) algorithms.
  • Classification and analysis of scattered images generated by the optical memory device.
  • Development of a machine learning model for optical data classification.

Main Results:

  • Successful classification and analysis of scattered images from the optical memory device.
  • Achieved an accuracy of 0.81 for the classification model.
  • Attained an average F1-score of 0.81 across nine distinct classes.

Conclusions:

  • Machine learning techniques significantly enhance nonvolatile optical memory performance.
  • The proposed classification model demonstrates high accuracy in distinguishing optical data classes.
  • This research advances the development of efficient all-optical data processing systems.