The emergence of a concept in shallow neural networks

The emergence of a concept in shallow neural networks

1 September 2021

Francesco Alemanno

Papers citing "The emergence of a concept in shallow neural networks"

13 / 13 papers shown

Title
Neural Learning Rules from Associative Networks Theory Daniele Lotito 43 0 0 11 Mar 2025
Role of Delay in Brain Dynamics Yuval Meir Ofek Tevet Yarden Tzach Shiri Hodassman Ido Kanter AI4CE 32 2 0 15 Oct 2024
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification Han Yuan Chuan Hong Pengtao Jiang Gangming Zhao Nguyen Tuan Anh Tran Xinxing Xu Yet Yen Yan Nan Liu 39 11 0 26 Mar 2024
Unsupervised and Supervised learning by Dense Associative Memory under replica symmetry breaking L. Albanese Andrea Alessandrelli A. Annibale Adriano Barra 20 0 0 15 Dec 2023
Parallel Learning by Multitasking Neural Networks E. Agliari Andrea Alessandrelli Adriano Barra F. Ricci-Tersenghi 35 7 0 08 Aug 2023
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting E. Agliari Francesco Alemanno Miriam Aquaro A. Fachechi 19 7 0 01 Aug 2023
Statistical Mechanics of Learning via Reverberation in Bidirectional Associative Memories M. Centonze Ido Kanter Adriano Barra 21 3 0 17 Jul 2023
Hopfield model with planted patterns: a teacher-student self-supervised learning model Francesco Alemanno L. Camanzi Gianluca Manzan Daniele Tantari SSL 19 10 0 26 Apr 2023
Dense Hebbian neural networks: a replica symmetric picture of supervised learning E. Agliari L. Albanese Francesco Alemanno Andrea Alessandrelli Adriano Barra F. Giannotti Daniele Lotito D. Pedreschi 11 15 0 25 Nov 2022
Dense Hebbian neural networks: a replica symmetric picture of unsupervised learning E. Agliari L. Albanese Francesco Alemanno Andrea Alessandrelli Adriano Barra F. Giannotti Daniele Lotito D. Pedreschi 16 11 0 25 Nov 2022
Efficient shallow learning as an alternative to deep learning Yuval Meir Ofek Tevet Yarden Tzach Shiri Hodassman Ronit D. Gross Ido Kanter 35 17 0 15 Nov 2022
Recurrent neural networks that generalize from examples and optimize by dreaming Miriam Aquaro Francesco Alemanno Ido Kanter Fabrizio Durante E. Agliari Adriano Barra CLL 13 5 0 17 Apr 2022
Supervised Hebbian Learning Francesco Alemanno Miriam Aquaro Ido Kanter Adriano Barra E. Agliari SSL 18 28 0 02 Mar 2022