Dr. Natalia Efremova

Associate Professor
Plekhanov’s University, Russia
E-mail: natalia.efremova@gmail.com

Fields of interest:

  • Neural Networks
  • Artificial Intelligence
  • Cognitive Science
  • Computational Neuroscience
  • Machine Learning
  • Computer Vision

Recent Publications:

Kiselev A., Scherlund M., Kristoffersson A., Efremova N., Loutfi A.
Auditory Immersion with Stereo Sound in a Mobile Robotic Telepresence System: Motivation, Prototype, and Evaluation. 2015, The proceedings of the conference “Human-Robot Interaction 2015”

Efremova N., Inui T.
An inferior temporal cortex model for object recognition and classification. Scientific and Technical Information Processing, 2014, vol.41, N6, pp.362-369

Efremova N., Tarasenko S.
Unsupervised Neural Architecture for Saliency Detection. 2014

Efremova N., Kiselev A.
Cognitive Architectures for Optimal Remote Image Representation for Driving a Telepresence Robot. 2014, The proceedings of the HRI 2014 Conference, workshop on cognitive architectures.

Tarasenko S., Efremova N.
Neural Architecture for Complex Scene Recognition Based on Rank-order Features of IT Neurons. 2013, The proceedings of the 2013 International Joint Conference on Neural Networks (IJCNN 2013).

Efremova N., Tarasenko S.
A Brain-inspired Neural Architecture for Visual Scene Analysis. The proceedings of International Conference on Application of Fuzzy Systems and Soft Computing, 2012, pp. 175-183.

Efremova N., Asakura N., Inui T.
Natural object recognition with the view-invariant neural network. 2012, The Proceedings of the 5th International Conference of Cognitive Science (CoSci), pp. 802-804.

Efremova N., Asakura N., Inui T., Abdikeev N.
The visual cortex model for object recognition and classification. 2012, The proceedings of The XIV All-Russian scientific and technical conference Neuroinformatics 2012.

Efremova N., Asakura N., Inui T.
The Neural Network for View-Invariant Object Recognition and Classification. 2011, The proceedings of The 21st Annual Conference of the Japanese Neural Network Society (JNNS).

Efremova N., Asakura N., Inui T.
Neural Network model of Inferior Temporal Cortex for 3D Object Recognition and Classification. 2011, The proceedings of The 9th Conference of the Japanese Society for Cognitive Psychology (JSCP).