Picture for Dmitry Krotov

Dmitry Krotov

Sparse Distributed Memory is a Continual Learner

Mar 20, 2023
Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman

* ICLR 2023
* 9 Pages. ICLR Acceptance

Access Paper or Ask Questions

Associative Learning for Network Embedding

Aug 30, 2022
Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki

Figure 1 for Associative Learning for Network Embedding

Figure 2 for Associative Learning for Network Embedding

Figure 3 for Associative Learning for Network Embedding

Figure 4 for Associative Learning for Network Embedding

* Accepted at the Eighth International Workshop on Deep Learning on Graphs: Methods and Applications (DLG-KDD 2022), Washington DC

Access Paper or Ask Questions

Hierarchical Associative Memory

Jul 14, 2021
Dmitry Krotov

Figure 1 for Hierarchical Associative Memory

Figure 2 for Hierarchical Associative Memory

Access Paper or Ask Questions

Can a Fruit Fly Learn Word Embeddings?

Jan 18, 2021
Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov

Figure 1 for Can a Fruit Fly Learn Word Embeddings?

Figure 2 for Can a Fruit Fly Learn Word Embeddings?

Figure 3 for Can a Fruit Fly Learn Word Embeddings?

Figure 4 for Can a Fruit Fly Learn Word Embeddings?

* Accepted for publication at ICLR 2021

Access Paper or Ask Questions

Large Associative Memory Problem in Neurobiology and Machine Learning

Aug 16, 2020
Dmitry Krotov, John Hopfield

Figure 1 for Large Associative Memory Problem in Neurobiology and Machine Learning

Figure 2 for Large Associative Memory Problem in Neurobiology and Machine Learning

Access Paper or Ask Questions

Unsupervised Learning by Competing Hidden Units

Jun 26, 2018
Dmitry Krotov, John Hopfield

Figure 1 for Unsupervised Learning by Competing Hidden Units

Figure 2 for Unsupervised Learning by Competing Hidden Units

Figure 3 for Unsupervised Learning by Competing Hidden Units

Figure 4 for Unsupervised Learning by Competing Hidden Units

Access Paper or Ask Questions

Dense Associative Memory is Robust to Adversarial Inputs

Jan 04, 2017
Dmitry Krotov, John J Hopfield

Access Paper or Ask Questions