By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
World of SoftwareWorld of SoftwareWorld of Software
  • News
  • Software
  • Mobile
  • Computing
  • Gaming
  • Videos
  • More
    • Gadget
    • Web Stories
    • Trending
    • Press Release
Search
  • Privacy
  • Terms
  • Advertise
  • Contact
Copyright © All Rights Reserved. World of Software.
Reading: New Neural Trick Helps Models Think in Longer Patterns | HackerNoon
Share
Sign In
Notification Show More
Font ResizerAa
World of SoftwareWorld of Software
Font ResizerAa
  • Software
  • Mobile
  • Computing
  • Gadget
  • Gaming
  • Videos
Search
  • News
  • Software
  • Mobile
  • Computing
  • Gaming
  • Videos
  • More
    • Gadget
    • Web Stories
    • Trending
    • Press Release
Have an existing account? Sign In
Follow US
  • Privacy
  • Terms
  • Advertise
  • Contact
Copyright © All Rights Reserved. World of Software.
World of Software > Computing > New Neural Trick Helps Models Think in Longer Patterns | HackerNoon
Computing

New Neural Trick Helps Models Think in Longer Patterns | HackerNoon

News Room
Last updated: 2025/04/01 at 1:22 PM
News Room Published 1 April 2025
Share
SHARE

:::info
Authors:

(1) Hung Le, Applied AI Institute, Deakin University, Geelong, Australia;

(2) Dung Nguyen, Applied AI Institute, Deakin University, Geelong, Australia;

(3) Kien Do, Applied AI Institute, Deakin University, Geelong, Australia;

(4) Svetha Venkatesh, Applied AI Institute, Deakin University, Geelong, Australia;

(5) Truyen Tran, Applied AI Institute, Deakin University, Geelong, Australia.

:::

Table of Links

Abstract & Introduction

Methods

Methods Part 2

Experimental Results

Experimental Results Part 2

Related Works, Discussion, & References

Appendix A, B, & C

Appendix D

2.3 Pointer-Augmented Neural Memory (PANM)

2.3.1 Pointer Unit

2.3.2 Pointer-based Addressing Modes

2.3.3 The Controller

Table 1: Algorithmic reasoning: mean sequence-level accuracy (%) over testing lengths Other Max is selected as the best numbers at each length mode from other baselines.

Table 2: SCAN (Left): Exact match accuracy (%, median of 5 runs) on splits of various lengths. Mathematics (Right): mean accuracy over 5 runs. The baselines’ numbers are from Csord´as et al. [2021] and we run PANM using the authors’ codebase.

:::info
This paper is available on arxiv under CC BY 4.0 DEED license.

:::

Sign Up For Daily Newsletter

Be keep up! Get the latest breaking news delivered straight to your inbox.
By signing up, you agree to our Terms of Use and acknowledge the data practices in our Privacy Policy. You may unsubscribe at any time.
Share This Article
Facebook Twitter Email Print
Share
What do you think?
Love0
Sad0
Happy0
Sleepy0
Angry0
Dead0
Wink0
Previous Article New Apple Invites 1.1 update now available on App Store – 9to5Mac
Next Article The FAA hiding private jet details might not stop celebrity jet trackers
Leave a comment

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Stay Connected

248.1k Like
69.1k Follow
134k Pin
54.3k Follow

Latest News

Framework 12, AMD Strix Halo & Linux Kernel Improvements Were Most Popular In June
Computing
Cloudflare Is Blocking AI Crawlers by Default
Gadget
Microsoft Offers Free Windows 10 Extended Security Updates, but There's a Catch
News
Podcast: AIOps in storage management, security and sustainability | Computer Weekly
News

You Might also Like

Computing

Framework 12, AMD Strix Halo & Linux Kernel Improvements Were Most Popular In June

16 Min Read
Computing

Luckin Coffee opens first US stores, stepping onto Starbucks’ home turf · TechNode

1 Min Read
Computing

Slack Project Management: 15 Tips to Help Project Managers and Teams

22 Min Read
Computing

Google Patches Critical Zero-Day Flaw in Chrome’s V8 Engine After Active Exploitation

4 Min Read
//

World of Software is your one-stop website for the latest tech news and updates, follow us now to get the news that matters to you.

Quick Link

  • Privacy Policy
  • Terms of use
  • Advertise
  • Contact

Topics

  • Computing
  • Software
  • Press Release
  • Trending

Sign Up for Our Newsletter

Subscribe to our newsletter to get our newest articles instantly!

World of SoftwareWorld of Software
Follow US
Copyright © All Rights Reserved. World of Software.
Welcome Back!

Sign in to your account

Lost your password?