Denis Kleyko
3 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Architectures
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Cognitive Science
(1)
Core AI
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Representation
(1)
Keywords
distributed representation
(2)
text classification
(1)
intent classification
(1)
attractor network
(1)
random projection
(1)
spatial representation
(1)
cognitive map
(1)
vector binding
(1)
binarized neural network
(1)
vector symbolic architecture
(1)
grid cell
(1)
hyperdimensional computing
(1)
transformer model
(1)
cognitive mapping
(1)
hippocampal formation
(1)
high-dimensional vector
(1)
model compression
(1)
entorhinal cortex
(1)
Papers
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
NeurIPS 2024
Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures
JMLR 2023
End to End Binarized Neural Networks for Text Classification
EMNLP 2020