STAGE I. 2018 YEAR

STAGE 2. 2019 YEAR

STAGE 3. 2020 YEAR

1.1. Investigations of general statistical regularities and behavior properties of multistable memristive systems.

1.2. Study and analysis of phenomena with a constructive role of noise in multistable systems.

1.3. Experimental macroscopic and microscopic study of the influence of external and internal noise on the behavior of multistable memristive structures based on oxide materials.

1.4. Study of the microscopic nature of the occurrence and effect of flicker and high-frequency noise in memristive structures, including in nanoscale regions, by atomic force microscopy (AFM) with a conductive AFM probe.

1.5. Creation of predictive models for the evolution of multistable memristive systems under the influence of noise and fluctuations

1.6. Development of models of impulse (spike) neural networks based on memristive devices.

1.7. Publication of articles in scientific journals indexed in the "Web of Science" database.

1.8. Participation in international conferences, scientific seminars, symposia on the subject of the laboratory.

1.9. Conducting a regular seminar / conference on the subject of the laboratory.

1.10. Submission of a patent application.

1.11. Maintenance of laboratory premises.

1.12. Conducting training, retraining and advanced training of members of the research team.

1.13. Development of topology of models of memristive devices, research of parameters of memristive devices.

1.14. Participation in international conferences, scientific seminars, symposia on the subject of laboratory work at the expense of additional funds.

1.15. Organization and holding of a regular seminar / conference on the subject of laboratory work at the expense of additional funds.

2.1. Computer simulation of stochastic microscopic phenomena responsible for the rearrangement of the atomic structure of oxide materials under the action of an electric field and current (Joule heating).

2.2. Experimental verification of predictive models.

2.3. Experimental study of degradation processes in memristive structures.

2.4. Development of a physical macromodel of a memristor taking into account the influence of external and internal noises and its comparison with micromodels of physicochemical phenomena responsible for resistive switching.

2.5. Development of algorithms and testing of new neural network architectures based on memristive devices (R&D performed by a co-executor).

2.6. Publication of articles in scientific journals indexed in the "Web of Science" database.

2.7. Participation in international conferences, scientific seminars, symposia on the subject of the laboratory.

2.8. Organization and holding of a regular seminar / conference on the subject of laboratory work.

2.9. Submission of patent applications.

2.10. Maintenance of laboratory premises.

2.11. Conducting training, retraining and advanced training of members of the research team.

2.12. Development of topology and technological route for the production of a chip with an array of memristive devices.

2.13. Participation in international conferences, scientific seminars, symposia on the subject of laboratory work at the expense of additional funds.

2.14. Organization and holding of a regular seminar / conference on the subject of laboratory work at the expense of additional funds.

3.1. Investigation of the role of stochastic factors and noise on the learning ability of synaptic memristive structures (research performed by a co-executor).

3.2. Generalization of the results of theoretical and experimental studies of fluctuation phenomena in multistable systems based on memristive materials.

3.3. Experimental demonstration of fundamentally new possibilities for improving the stability, predicting the behavior and controlling the parameters of memristive devices in prototypes of electronic devices and neuromorphic systems of a new generation.

3.4. Development of technological recommendations for the creation of resistive memory elements and devices based on them, demonstrating the stability of behavior and parameter control.

3.5. Publication of articles in scientific publications indexed in the "Web of Science" database.

3.6. Participation in international conferences, scientific seminars, symposiums on the subject of the laboratory's work.

3.7. Organization and holding of a regular seminar / conference on the subject of the laboratory's work.

3.8. Filing of patent applications.

3.9. Carrying out routine repairs of the laboratory premises.

3.10. Conducting training, retraining and advanced training of members of the research team.

3.11. Production and research of an experimental sample of a chip with an array of memristive devices.

3.12. Participation in international conferences, scientific seminars, symposiums on the subject of the laboratory's work at the expense of additional funds.

3.13. Organization and holding of a regular seminar/conference on the subject of the laboratory's work at the expense of additional funds.