Alexei A. Koulakov

22 papers A* 4Misc 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
DeepNose: An Equivariant Convolutional Neural Network Predictive Of Human Olfactory Percepts.
CoRR
Sergey Shuvaev, Khue Tran, Khristina Samoilova, Cyrille Mascart, Alexei A. Koulakov
2024 — conf
DeepNose: An Equivariant Convolutional Neural Network Predictive of Human Olfactory Percepts.
IEEECONF
Sergey Shuvaev, Khue Tran, Khristina Samoilova, Cyrille Mascart, Alexei A. Koulakov
2024 — conf
Recurrent Neural Network Model of the Olfactory System Develops Primacy and Predictive Coding.
IEEECONF
Cyrille Mascart, Alexei A. Koulakov
2024 J jnl
The primacy model and the structure of olfactory space.
PLoS Comput. Biol.
Hamza Giaffar, Sergey Shuvaev, Dmitry Rinberg, Alexei A. Koulakov
2024 — conf
Weight Transfer in the Reinforcement Learning Model of Songbird Acquisition.
IEEECONF
Khue Tran, Alexei A. Koulakov
2023 A* conf
A normative theory of social conflict.
NeurIPS
Sergey Shuvaev, Evgeny Amelchenko, Dmitry A. Smagin, Natalia N. Kudryavtseva, Grigori Enikolopov, Alexei A. Koulakov
2023 A* conf
Stochastic Gradient Descent-Induced Drift of Representation in a Two-Layer Neural Network.
ICML
Farhad Pashakhanloo, Alexei A. Koulakov
2023 J jnl
Stochastic Gradient Descent-induced drift of representation in a two-layer neural network.
CoRR
Farhad Pashakhanloo, Alexei A. Koulakov
2022 J jnl
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution.
CoRR
Anthony Zador, Blake A. Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew M. Botvinick, Dmitri B. Chklovskii, Anne Churchland, Claudia Clopath, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad P. Körding, Alexei A. Koulakov, Yann LeCun, Timothy P. Lillicrap, Adam H. Marblestone, Bruno A. Olshausen, Alexandre Pouget, Cristina Savin, Terrence J. Sejnowski, Eero P. Simoncelli, Sara A. Solla, David Sussillo, Andreas S. Tolias, Doris Tsao
2020 A* conf
R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making.
NeurIPS
Sergey Shuvaev, Sarah Starosta, Duda Kvitsiani, Ádám Kepecs, Alexei A. Koulakov
2019 J jnl
Deconstructing Odorant Identity via Primacy in Dual Networks.
Neural Comput.
Daniel R. Kepple, Hamza Giaffar, Dmitry Rinberg, Alexei A. Koulakov
2019 A* conf
DeepNose: Using artificial neural networks to represent the space of odorants.
ICML
Ngoc B. Tran, Daniel R. Kepple, Sergey Shuvaev, Alexei A. Koulakov
2019 J jnl
Neural networks with motivation.
CoRR
Sergey A. Shuvaev, Ngoc B. Tran, Marcus Stephenson-Jones, Bo Li, Alexei A. Koulakov
2017 Misc conf
Primacy coding in dual olfactory networks.
ACSSC
Daniel R. Kepple, Hamza Giaffar, Dima Rinberg, Alexei A. Koulakov
2017 J jnl
Representations of Sound in Deep Learning of Audio Features from Music.
CoRR
Sergey Shuvaev, Hamza Giaffar, Alexei A. Koulakov
2014 J jnl
A network that performs brute-force conversion of a temporal sequence to a spatial pattern: relevance to odor recognition.
Frontiers Comput. Neurosci.
Honi Sanders, Brian E. Kolterman, Roman Shusterman, Dmitry Rinberg, Alexei A. Koulakov, John Lisman
2008 J jnl
Neural Integrator: A Sandpile Model.
Neural Comput.
Maxim Nikitchenko, Alexei A. Koulakov
2006 J jnl
A unifying model for activity-dependent and activity-independent mechanisms predicts complete structure of topographic maps in ephrin-A deficient mice.
J. Comput. Neurosci.
Dmitry N. Tsigankov, Alexei A. Koulakov
2006 J jnl
How to find decision makers in neural networks.
Biol. Cybern.
Alexei A. Koulakov, Dmitry Rinberg, Dmitry N. Tsigankov
2005 J jnl
How to Find Decision Makers in Neural Networks.
Biol. Cybern.
Alexei A. Koulakov, Dmitry Rinberg, Dmitry N. Tsigankov
2002 J jnl
Direction of motion maps in the visual cortex: a wire length minimization approach.
Neurocomputing
Alexei A. Koulakov, Dmitri B. Chklovskii
1999 J jnl
Ocular dominance patterns in mammalian visual cortex: A wire length minimization approach
CoRR
Dmitri B. Chklovskii, Alexei A. Koulakov