Alexei A. Koulakov

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 8

Top Topics

Science Fiction

Cognitive Psychology

Using Artificial Neural Networks

Top Venues

Frontiers Comput. Neurosci.

Publications

Sergey Shuvaev, Evgeny Amelchenko, Dmitry A. Smagin, Natalia N. Kudryavtseva, Grigori Enikolopov, Alexei A. Koulakov
A normative theory of social conflict. NeurIPS (2023)
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
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR (2022)
Sergey Shuvaev, Sarah Starosta, Duda Kvitsiani, Ádám Kepecs, Alexei A. Koulakov
R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making. NeurIPS (2020)
Sergey A. Shuvaev, Ngoc B. Tran, Marcus Stephenson-Jones, Bo Li, Alexei A. Koulakov
Neural networks with motivation. CoRR (2019)
Daniel R. Kepple, Hamza Giaffar, Dmitry Rinberg, Alexei A. Koulakov
Deconstructing Odorant Identity via Primacy in Dual Networks. Neural Comput. 31 (4) (2019)
Ngoc B. Tran, Daniel R. Kepple, Sergey Shuvaev, Alexei A. Koulakov
DeepNose: Using artificial neural networks to represent the space of odorants. ICML (2019)
Sergey Shuvaev, Hamza Giaffar, Alexei A. Koulakov
Representations of Sound in Deep Learning of Audio Features from Music. CoRR (2017)
Daniel R. Kepple, Hamza Giaffar, Dima Rinberg, Alexei A. Koulakov
Primacy coding in dual olfactory networks. ACSSC (2017)
Honi Sanders, Brian E. Kolterman, Roman Shusterman, Dmitry Rinberg, Alexei A. Koulakov, John Lisman
A network that performs brute-force conversion of a temporal sequence to a spatial pattern: relevance to odor recognition. Frontiers Comput. Neurosci. 8 (2014)
Maxim Nikitchenko, Alexei A. Koulakov
Neural Integrator: A Sandpile Model. Neural Comput. 20 (10) (2008)
Alexei A. Koulakov, Dmitry Rinberg, Dmitry N. Tsigankov
How to find decision makers in neural networks. Biol. Cybern. 94 (1) (2006)
Dmitry N. Tsigankov, Alexei A. Koulakov
A unifying model for activity-dependent and activity-independent mechanisms predicts complete structure of topographic maps in ephrin-A deficient mice. J. Comput. Neurosci. 21 (1) (2006)
Alexei A. Koulakov, Dmitry Rinberg, Dmitry N. Tsigankov
How to Find Decision Makers in Neural Networks. Biol. Cybern. 93 (6) (2005)
Alexei A. Koulakov, Dmitri B. Chklovskii
Direction of motion maps in the visual cortex: a wire length minimization approach. Neurocomputing (2002)
Dmitri B. Chklovskii, Alexei A. Koulakov
Ocular dominance patterns in mammalian visual cortex: A wire length minimization approach CoRR (1999)