Ausgabe Sonderheft 2/2023
This issue consists of extended papers selected by the Program Committee of the XXV International Conference “Neuroinformatics-2023”, which is to be held October 23–27, 2023 at National Research Nuclear University “MEPhI”, Russia. The papers are devoted to modern theoretical aspects of the neural network design, learning methods and their practical applications. Issue Editor – Dmitry Yudin, PhD.
Inhalt (11 Artikel)
Motion Control of Supersonic Passenger Aircraft Using Machine Learning Methods
A. Yu. Tiumentsev, Yu. V. Tiumentsev
Open Access
Influence of Neural Network Receptive Field on Monocular Depth and Ego-Motion Estimation
S. A. Linok, D. A. Yudin
Optimal Control Selection for Stabilizing the Inverted Pendulum Problem Using Neural Network Method
D. A. Tarkhov, D. A. Lavygin, O. A. Skripkin, M. D. Zakirova, T. V. Lazovskaya
Strategy of Incremental Learning on a Compartmental Spiking Neuron Model
A. M. Korsakov, T. T. Isakov, A. V. Bakhshiev
Application of Convolutional Neural Networks for Creation of Photoluminescent Carbon Nanosensor for Heavy Metals Detection
G. N. Chugreeva, O. E. Sarmanova, K. A. Laptinskiy, S. A. Burikov, T. A. Dolenko
Implementation Challenges and Strategies for Hebbian Learning in Convolutional Neural Networks
A. V. Demidovskij, M. S. Kazyulina, I. G. Salnikov, A. M. Tugaryov, A. I. Trutnev, S. V. Pavlov
Individual Tree Segmentation Quality Evaluation Using Deep Learning Models LiDAR Based
I. A. Grishin, T. Y. Krutov, A. I. Kanev, V. I. Terekhov
Open Access
Attractor Properties of Spatiotemporal Memory in Effective Sequence Processing Task
P. Kuderov, E. Dzhivelikian, A. I. Panov