Representations of Sound in Deep Learning of Audio Features from Music. - Sergey Shuvaev; Hamza Giaffar; Alexei A. Koulakov (CoRR, 2017)

DeepNose: Using artificial neural networks to represent the space of odorants. - Ngoc B. Tran; Daniel R. Kepple; Sergey Shuvaev; Alexei A. Koulakov (ICML, 2019)

Neural networks with motivation. - Sergey A. Shuvaev; Ngoc B. Tran; Marcus Stephenson-Jones; Bo Li; Alexei A. Koulakov (CoRR, 2019)

R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making. - Sergey Shuvaev; Sarah Starosta; Duda Kvitsiani; Ádám Kepecs; Alexei A. Koulakov (NeurIPS, 2020)

A normative theory of social conflict. - Sergey Shuvaev; Evgeny Amelchenko; Dmitry A. Smagin; Natalia N. Kudryavtseva; Grigori Enikolopov; Alexei A. Koulakov (NeurIPS, 2023)

DeepNose: An Equivariant Convolutional Neural Network Predictive of Human Olfactory Percepts. - Sergey Shuvaev; Khue Tran; Khristina Samoilova; Cyrille Mascart; Alexei A. Koulakov (IEEECONF, 2024)

The primacy model and the structure of olfactory space. - Hamza Giaffar; Sergey Shuvaev; Dmitry Rinberg; Alexei A. Koulakov (PLoS Comput. Biol., 2024)