NeurIPS 2023 Workshop AMHN Submissions

Statistics-guided Associative Memories
Hongzhi Wang, Satyananda Kashyap, Niharika Shimona D'Souza, Tanveer Syeda-mahmood
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Variable Memory: Beyond the Fixed Memory Assumption in Memory Modeling
Arjun Karuvally, Hava T Siegelmann
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Error-correcting columnar networks: high-capacity memory under sparse connectivity
Haozhe Shan, Ludovica Bachschmid-Romano, Haim Sompolinsky
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories
Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman, Zsolt Kira, Duen Horng Chau
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Memorization and consolidation in associative memory networks
Danil Tyulmankov, Kim Stachenfeld, Dmitry Krotov, Larry Abbott
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Associative Memory Under the Probabilistic Lens: Improved Transformers & Dynamic Memory Creation
Rylan Schaeffer, Mikail Khona, Nika Zahedi, Ila R Fiete, Andrey Gromov, Sanmi Koyejo
- Published: 27 Oct 2023, Last Modified: 08 Jan 2024
- AMHN23 Poster
- Readers: Everyone
Controlling the bifurcations of attractors in modern Hopfield networks
Maria Yampolskaya, Pankaj Mehta
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Exploring the Temperature-Dependent Phase Transition in Modern Hopfield Networks
Felix Koulischer, Cédric Goemaere, Tom Van Der Meersch, Johannes Deleu, Thomas Demeester
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
In search of dispersed memories: Generative diffusion models are associative memory networks
Luca Ambrogioni
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Oral
- Readers: Everyone
A Different Route to Exponential Storage Capacity
Elvis Dohmatob
- Published: 27 Oct 2023, Last Modified: 03 Dec 2023
- AMHN23 Poster
- Readers: Everyone
Learning Sequence Attractors in Hopfield Networks with Hidden Neurons
Yao Lu, Si Wu
- Published: 27 Oct 2023, Last Modified: 04 Dec 2023
- AMHN23 Poster
- Readers: Everyone
Modulating interactions to control dynamics of neural networks
Lukas Herron, Pablo Sartori, BingKan Xue
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Associative Memories with Heavy-Tailed Data
Vivien Cabannes, Elvis Dohmatob, Alberto Bietti
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Modern Hopfield Networks as Memory for Iterative Learning on Tabular Data
Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone
Generalizable Relational Inference with Cognitive Maps in a Hippocampal Model and in Primates
Jaedong Hwang, Sujaya Neupane, Mehrdad Jazayeri, Ila R Fiete
- Published: 27 Oct 2023, Last Modified: 26 Nov 2023
- AMHN23 Poster
- Readers: Everyone