Scholar
Dmitry Krotov
Google Scholar ID: WeD9ll0AAAAJ
MIT-IBM Watson AI Lab & IBM Research
Citations & Impact
Citations
1,956
H-index
19
i10-index
25
Publications
20
Co-authors
21
list available
Publications
Resume (English only)
Academic Achievements
- - Developed Dense Associative Memories with John Hopfield, significantly increasing the information storage capacity of Hopfield Networks.
- - Selected Publications:
- - Dense Associative Memory for Pattern Recognition (NeurIPS, 2016)
- - Large Associative Memory Problem in Neurobiology and Machine Learning (ICLR, 2021)
- - A new frontier for Hopfield networks (Nature Reviews Physics, 2023)
- - Energy Transformer (NeurIPS, 2023)
- - Unsupervised Learning by Competing Hidden Units (PNAS, 2019)
- - Neuron–astrocyte associative memory (PNAS, 2025)
- - Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory (arXiv preprint, 2025)
- - Hierarchical associative memory (arXiv preprint, 2021)
Research Experience
- - Research Staff Member at the MIT-IBM Watson AI Lab & IBM Research
- - Former member of the Institute for Advanced Study in Princeton
Background
- A physicist working on neural networks and machine learning, specializing in associative memory models and brain-inspired AI algorithms.
Miscellany
- No personal interests or hobbies provided.
