Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.3

Submission
Last date
28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  Liquid Time-constant Networks
PaperId: :  25536
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 6 2024
DUI:    16.0415/IJARIIE-25536
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pradeep NayakALVAS INSTITUE OF ENGINEERING AND TECHNOLOGY
Ankitha BALVAS INSTITUE OF ENGINEERING AND TECHNOLOGY
Bhumika S K ALVAS INSTITUE OF ENGINEERING AND TECHNOLOGY
Satheesh D SALVAS INSTITUE OF ENGINEERING AND TECHNOLOGY
Sreejith RALVAS INSTITUE OF ENGINEERING AND TECHNOLOGY

Abstract

INFORMATION SCIENCE AND EGINEERING
-
Liquid Time-Constant Networks (LTCs) are a new type of time-continuous recurrent neural networks (RNNs) that use linear first-order dynamical systems with nonlinear connected gates. This review study investigates LTCs. Compared to conventional RNNs, LTCs are more stable and expressive in capturing intricate temporal connections since they dynamically modulate their time-constants. We provide an overview of the theoretical underpinnings of LTCs, highlighting their expressive potential in latent trajectory space and their stable and constrained behaviour. Their improved performance on time-series prediction problems is demonstrated empirically. There is also discussion of the ramifications of these developments and possible future paths.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, and Sreejith R. "Liquid Time-constant Networks" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 6 2024 Page 2051-2060
MLA Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, and Sreejith R. "Liquid Time-constant Networks." International Journal Of Advance Research And Innovative Ideas In Education 10.6(2024) : 2051-2060.
APA Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, & Sreejith R. (2024). Liquid Time-constant Networks. International Journal Of Advance Research And Innovative Ideas In Education, 10(6), 2051-2060.
Chicago Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, and Sreejith R. "Liquid Time-constant Networks." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 6 (2024) : 2051-2060.
Oxford Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, and Sreejith R. 'Liquid Time-constant Networks', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, 2024, p. 2051-2060. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Liquid_Time_constant_Networks_ijariie25536.pdf (Accessed : ).
Harvard Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, and Sreejith R. (2024) 'Liquid Time-constant Networks', International Journal Of Advance Research And Innovative Ideas In Education, 10(6), pp. 2051-2060IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Liquid_Time_constant_Networks_ijariie25536.pdf (Accessed : )
IEEE Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, and Sreejith R, "Liquid Time-constant Networks," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, pp. 2051-2060, Nov-Dec 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Liquid_Time_constant_Networks_ijariie25536.pdf [Accessed : ].
Turabian Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, and Sreejith R. "Liquid Time-constant Networks." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 6 ().
Vancouver Pradeep Nayak, Ankitha B, Bhumika S K , Satheesh D S, and Sreejith R. Liquid Time-constant Networks. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(6) : 2051-2060. Available from: https://ijariie.com/AdminUploadPdf/Liquid_Time_constant_Networks_ijariie25536.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Liquid Time-constant NetworksINFORMATION SCIENCE AND EGINEERINGPradeep Nayak Download
Pneumonia detection using CNN's algorithmElectronic instrumentation on medical devices K.v.v.Ananthsai Download
OVEN TEMPERATURE CONTROL USING PID WITH SMARTPHONE MONITORING VIA FIREBASEInstrumentation and Control EngineeringMr. Gaware Sudam Laxman Download
Biometric Voting Machine Using Fingerprint SensorInstrumentation and ControlMore Rushikesh Ravsaheb Download
Attendance Management using Facial RecognitionInformation EngineeringANUSH A Download
HYBRID WIND SOLAR POWER GENERATION SYSTEMINSTRUMENTATION AND CONTROL ENGINEERINGGUPTA SHREYA BRIJESHKUMAR Download
DESIGN AND FABRICATION OF 3D PRINTER WITH 2 AXIS MOVING BED 4 DEGREE OF FREEDOMMechanical engineering Mohit Download
MODELLING AND SIMULATION OF A BOX-TYPE SOLAR FURNACE UNDER MADAGASCAR METEOROLOGICAL CONDITIONSThermal engineeringJulien RAJOMALAHY Download
Customized SCADA System to Monitor Water Distribution Network using PowerBIElectrical and InstrumentationSathiyaSivam.B Download
IoT Application for Real-time PLC Monitoring through the MQTT Protocolinstrumentation engineeringProf. V. A. Ahirrao Download
Chronic Kidney Disease Classification using Machine Learning MethodsApplied InstrumentationBhumi P Patel Download
Design and Control Level Loop Based on Low Cost Embedded SystemElectronics and Telecommunication EngineeringMrunal Patil Download
The integration of reverse pedagogy in pedagogical scenarios: case of science teacherspedagogical sciencesMazouak Abderrazzak Download
Real-Time health monitoring system for Trisonic Wind Tunnel NozzleInstrumentation EngineeringDevisetty Harikrishna Download
Food Classification Using Deep LearningInformation Science & EngineeringRaksha Raj K Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.