January 2015 PMID 25462637

Deep learning in neural networks: an overview.

Jürgen Schmidhuber

Mentions

73
Peak: 5 in Oct 2020
across 6 sources since Feb 2019

Extended reach

102,865
potential audience

Total likes

75

Video views

3,185

Mentions per month

Feb 2019 – Feb 2025

Where it's discussed

  • Facebook23 posts
  • X / Twitter18 posts
  • Blogs12 articles
  • Reddit9 posts
  • News9 articles
  • YouTube2 videos

AI synopsis

What people are saying

The collective discussions demonstrate a positive reception, with users describing the article as an 'excellent' overview and sharing resources on the history of deep learning, which shows their interest and respect for its comprehensiveness. The tone is one of appreciation and curiosity, emphasizing the document’s role in advancing understanding rather than outright skepticism or critique.

AgreementModerate agreement

Most discussions express approval, citing the article as an excellent and comprehensive review of deep learning advances.

InterestHigh interest

The majority of posts show high curiosity and engagement, with users actively sharing resources and personal reflections.

EngagementModerate engagement

Posts include references to other works, personal reading experiences, and resource sharing, indicating a moderate but genuine level of involvement.

ImpactModerate impact

While some acknowledge the importance of the publication, the overall impact score remains modest, reflecting an optimistic view of its influence without evidence of transformative change.

Abstract in brief

  • Deep learning, especially with neural networks like recurrent ones, has become highly successful in pattern recognition and machine learning, winning many competitions.
  • The article distinguishes between shallow and deep learners based on the complexity of their credit assignment paths, which connect actions to outcomes through learnable causal links.
  • It also covers various learning methods such as supervised learning (including backpropagation), unsupervised learning, reinforcement learning, evolutionary computation, and indirect search for efficiently encoding large networks.

Top posts

Most liked on X and Bluesky
Himanshu Ragtah
@himanshu_ragtah · X

Currently reading "Deep Learning in Neural Networks: An Overview" https://t.co/c8SoalrRje via @Profillic More at: https://t.co/S1wPsFSaCX

Feb 8, 2019 · 4 likes · 1 share · 685 followers View post →
Camilo Chacón Sartori
@camilo_chacon_s · X

Deep Learning in Neural Networks: An Overview by @SchmidhuberAI ~ https://t.co/IuRNhmkjQ3 Excellent.

Nov 22, 2022 · 4 likes · 674 followers View post →
AI News Feed
@AINewsFeed · X

Deep learning in neural networks: An overview - Semantic Scholar https://t.co/QwwgG2DIkR #ai #ml #dl

Oct 8, 2019 · 2 likes · 1 share · 9,376 followers View post →
juandoming
@juandoming · X

Deep learning in neural networks: An overview - ScienceDirect https://t.co/sb4N7RatvN #deeplearning #neuralnetworks #AI #science https://t.co/3J2moRGXx5

Oct 10, 2024 · 1 like · 32,401 followers View post →
Ricard Lloria
@RLloria · X

Deep learning in neural networks: An overview - ScienceDirect | @scoopit via @juandoming https://t.co/JGCACWInpQ

Oct 10, 2024 · 1 like · 9,919 followers View post →
Nguyen Duc Tam
@tamnd87 · X

Deep Learning in Neural Networks: An Overview - https://t.co/ch0aXhYuZw

Mar 27, 2019 · 1 like · 199 followers View post →

All mentions

Ricard Lloria
@RLloria · X

Deep learning in neural networks: An overview - ScienceDirect | @scoopit via @juandoming https://t.co/JGCACWInpQ

Oct 10, 2024 · 1 like · 9,919 followers View post →
juandoming
@juandoming · X

Deep learning in neural networks: An overview - ScienceDirect https://t.co/sb4N7RatvN #deeplearning #neuralnetworks #AI #science https://t.co/3J2moRGXx5

Oct 10, 2024 · 1 like · 32,401 followers View post →
izzy
@izzyz · X

Karaboga, D, Akay, B.,. 2009. A Survey: Algos for Sim Bee Swarm Intel. AI Review, Springer, NY, NY Schmidhuber, J. (2015). "Deep Learning in Neural Networks: An Overview". Neural Networks. 61: 85–117. arXiv:1404.7828. doi:10.1016/j.neunet.2014.09.003. PMID 25462637.

Jun 16, 2024 · 3,477 followers View post →
Camilo Chacón Sartori
@camilo_chacon_s · X

Deep Learning in Neural Networks: An Overview by @SchmidhuberAI ~ https://t.co/IuRNhmkjQ3 Excellent.

Nov 22, 2022 · 4 likes · 674 followers View post →
Harvey Alférez, Ph.D.
@HarveyAlferez · X

Deep Learning in Neural Networks: An Overview https://t.co/IgE5Rjgj4u

Oct 15, 2021 · 3,725 followers View post →
Fabricio Cavalcante
@o_fabriciosouza · X

RT @iitgai: Resources for discussion on the History of Deep Learning based on the paper 'Deep Learning in Neural Networks: An Overview' can…

Oct 4, 2020 · 6 shares · 5,201 followers View post →
HubOfML
@hubofml · X

RT @iitgai: Resources for discussion on the History of Deep Learning based on the paper 'Deep Learning in Neural Networks: An Overview' can…

Oct 4, 2020 · 6 shares · 8,995 followers View post →
API Learn Community
@api_learnn · X

RT @iitgai: Resources for discussion on the History of Deep Learning based on the paper 'Deep Learning in Neural Networks: An Overview' can…

Oct 4, 2020 · 6 shares · 1,903 followers View post →
API Trends
@api_daily · X

RT @iitgai: Resources for discussion on the History of Deep Learning based on the paper 'Deep Learning in Neural Networks: An Overview' can…

Oct 4, 2020 · 6 shares · 2,349 followers View post →
Dataleon
@dataleon_ai · X

RT @iitgai: Resources for discussion on the History of Deep Learning based on the paper 'Deep Learning in Neural Networks: An Overview' can…

Oct 4, 2020 · 6 shares · 2,435 followers View post →
Hamdi Sevben -
@h4md153v63n · X

RT @alisaesage: Another excellent review paper: "Deep Learning in Neural Networks: An Overview" (2014). Has all the recent developments (un…

Jan 9, 2020 · 2 shares · 473 followers View post →
AI News Feed
@AINewsFeed · X

Deep Learning in Neural Networks: An Overview - Semantic Scholar https://t.co/2WdNKaWfKn #ai #ml #dl

Nov 3, 2019 · 9,376 followers View post →
Tess
@Tess_blue815 · X

RT @AINewsFeed: Deep learning in neural networks: An overview - Semantic Scholar https://t.co/QwwgG2DIkR #ai #ml #dl

Oct 8, 2019 · 1 share · 4,960 followers View post →
AI News Feed
@AINewsFeed · X

Deep learning in neural networks: An overview - Semantic Scholar https://t.co/QwwgG2DIkR #ai #ml #dl

Oct 8, 2019 · 2 likes · 1 share · 9,376 followers View post →
Free Computer Books
@ecomputerbooks · X

Deep Learning in Neural Networks: An Overview: https://t.co/HO4ycrb0Ku

Jun 26, 2019 · 1,049 followers View post →
Nguyen Duc Tam
@tamnd87 · X

Deep Learning in Neural Networks: An Overview - https://t.co/ch0aXhYuZw

Mar 27, 2019 · 1 like · 199 followers View post →
CatalyzeX
@CatalyzeX · X

RT @himanshu_ragtah: Currently reading "Deep Learning in Neural Networks: An Overview" https://t.co/c8SoalrRje via @Profillic More at: htt…

Feb 8, 2019 · 1 share · 2,412 followers View post →
Himanshu Ragtah
@himanshu_ragtah · X

Currently reading "Deep Learning in Neural Networks: An Overview" https://t.co/c8SoalrRje via @Profillic More at: https://t.co/S1wPsFSaCX

Feb 8, 2019 · 4 likes · 1 share · 685 followers View post →