Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

You might also read

Related Articles

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

Sort by

Same author

Evidence for the Collective Nature of Radial Flow in Pb+Pb Collisions with the ATLAS Detector.

Physical review letters·2026

Same author

Evidence for the Dimuon Decay of the Higgs Boson in pp Collisions with the ATLAS Detector.

Physical review letters·2025

Same author

Evidence for Longitudinally Polarized W Bosons in the Electroweak Production of Same-Sign W Boson Pairs in Association with Two Jets in pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Physical review letters·2025

Same author

Observation of tt[over ¯] Production in Pb+Pb Collisions at sqrt[s_{NN}]=5.02 TeV with the ATLAS Detector.

Physical review letters·2025

Same author

Search for Dark Matter Produced in Association with a Dark Higgs Boson in the bb[over ¯] Final State Using pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Physical review letters·2025

Same author

Search for Magnetic Monopole Pair Production in Ultraperipheral Pb+Pb Collisions at sqrt[s_{NN}]=5.36 TeV with the ATLAS Detector at the LHC.

Physical review letters·2025

Same journal

Poly(bromophenol blue)/CoSn(OH)<sub>6</sub> cubic particles modified pencil graphite electrode for electrochemical determination of diphenhydramine.

Scientific reports·2026

Same journal

Dietary Chlorella, Spirulina, and acidifier modulate jejunal cytokine-related gene expression in broiler chickens.

Scientific reports·2026

Same journal

Perceived physical activity barriers in university students: associations with fatigue and eating behaviours.

Scientific reports·2026

Same journal

Refuge limitation structures habitat use in agricultural landscapes: evidence from Sunda pangolins.

Scientific reports·2026

Same journal

Lightweight stateless transaction verification with outsourced witness updates for UTXO blockchains.

Scientific reports·2026

Same journal

Efficacy of historical context and exogenous features on deep learning for cooling load forecasting in chilled water plants.

Scientific reports·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Jun 10, 2025

Microfluidic Imaging Flow Cytometry by Asymmetric-detection Time-stretch Optical Microscopy ATOM

Microfluidic Imaging Flow Cytometry by Asymmetric-detection Time-stretch Optical Microscopy ATOM

Published on: June 28, 2017

Photonic neuromorphic accelerators for event-based imaging flow cytometry.

I Tsilikas^1,2, A Tsirigotis¹, G Sarantoglou¹

¹Department of Information and Communication Systems Engineering, University of the Aegean, Palama 2, 83100, Samos, Greece.

Scientific Reports

|October 15, 2024

Summary

This summary is machine-generated.

This study merges event-based cameras with photonic neuromorphic processing for high-speed, label-free imaging cytometry. The bio-inspired system enhances classification accuracy and significantly reduces computational load for machine learning.

More Related Videos

Wide-field Fluorescent Microscopy and Fluorescent Imaging Flow Cytometry on a Cell-phone

Wide-field Fluorescent Microscopy and Fluorescent Imaging Flow Cytometry on a Cell-phone

Published on: April 11, 2013

LED Thermo Flow — Combining Optogenetics with Flow Cytometry

LED Thermo Flow — Combining Optogenetics with Flow Cytometry

Published on: December 30, 2016

Related Experiment Videos

Last Updated: Jun 10, 2025

Microfluidic Imaging Flow Cytometry by Asymmetric-detection Time-stretch Optical Microscopy ATOM

Microfluidic Imaging Flow Cytometry by Asymmetric-detection Time-stretch Optical Microscopy ATOM

Published on: June 28, 2017

Wide-field Fluorescent Microscopy and Fluorescent Imaging Flow Cytometry on a Cell-phone

Wide-field Fluorescent Microscopy and Fluorescent Imaging Flow Cytometry on a Cell-phone

Published on: April 11, 2013

LED Thermo Flow — Combining Optogenetics with Flow Cytometry

LED Thermo Flow — Combining Optogenetics with Flow Cytometry

Published on: December 30, 2016

Area of Science:

Biophotonics
Neuromorphic Engineering
Computational Imaging

Background:

High-speed imaging cytometry requires efficient data processing.
Traditional systems face challenges with high data rates and computational complexity.
Neuromorphic approaches offer bio-inspired solutions for event-driven data processing.

Purpose of the Study:

To develop and experimentally validate a high-speed, label-free imaging cytometry system.
To integrate an event-based camera with a photonic neuromorphic accelerator.
To assess the impact on classification accuracy and computational resource reduction.

Main Methods:

Utilized an event-based CMOS camera capturing 1 Gevents/sec.
Employed a photonic neuromorphic accelerator using passive optical spectrum slicing for analogue convolution.
Tested discrimination of artificial polymer beads flowing at 0.1 m/sec.

Main Results:

Achieved 98.2% classification accuracy with lightweight digital machine learning alone.
Attained 98.6% accuracy by pre-processing data with the photonic neuromorphic spectrum slicer at 3x10^6 images/sec.
Reduced trainable parameters in the digital back-end by a factor of 8-22.

Conclusions:

Demonstrated efficient merging of neuromorphic sensing and computing in a unified bio-inspired system.
Showcased holistic enhancement for emerging bio-imaging applications.
Validated the system's potential for high-throughput biological analysis.