A5029026727- Muscle activation and electromyography studies
- Motor Control and Adaptation
- Stroke Rehabilitation and Recovery
- Botulinum Toxin and Related Neurological Disorders
- Neural Networks and Applications
- Neural dynamics and brain function
- EEG and Brain-Computer Interfaces
- Myofascial pain diagnosis and treatment
- Robot Manipulation and Learning
- Transcranial Magnetic Stimulation Studies
- Neuroscience and Neural Engineering
- Glioma Diagnosis and Treatment
- Tactile and Sensory Interactions
- Advanced Decision-Making Techniques
- Cognitive Science and Education Research
- Autoimmune Neurological Disorders and Treatments
- Action Observation and Synchronization
- Balance, Gait, and Falls Prevention
- Genetics, Aging, and Longevity in Model Organisms
- Temporomandibular Joint Disorders
- Hemispheric Asymmetry in Neuroscience
- Psychosomatic Disorders and Their Treatments
- Spatial Neglect and Hemispheric Dysfunction
- Physiological and biochemical adaptations
- Neurobiology and Insect Physiology Research
Institute of Higher Nervous Activity and Neurophysiology
1992-2021
Institute of Biomedical Problems
2017-2021
Russian Academy of Sciences
1999-2020
This letter presents a novel unsupervised sensory matching learning technique for the development of an internal representation three-dimensional information. The is invariant with respect to modalities involved. Acquisition demonstrated neural network model sensorimotor system simple creature, consisting tactile-sensitive body and multiple-degrees-of-freedom arm proprioceptive sensitivity. 3D as well distributed scheme, occurs through interactions (i.e., sensory-motor experience creature)....
Opsoclonus myoclonus syndrome (OMS) represents a rare neurologic disease which is paraneopastic process in most of the cases. Sympathetic nervous system tumors, commonly neuroblastoma, are detected up to 50% children with OMS. Neuroblastoma associated OMS has peculiar anatomical and biological features influence diagnostic algorithm tumor detection therapeutic approaches patients This article summarizes main characteristics neuroblastoma formed basis for development designed identify tumors
Aim. Objective evaluation of proprioceptive perception single-joint movements the paretic arm in patients with unilateral brain damage using method developed by us. Materials and Methods. Proprioceptive pronation-supination forearm, flexion-extension shoulder, elbow wrist joints abduction-adduction shoulder was tested 23 right-sided 17 left-sided damage. The subject his eyes closed made to perform a series passive cyclical test movements, during which he had copy them active other arm. Joint...
The authors consider motor control neural networks as specific dynamic systems and assume the choice of particular movement among different implementations plan to be a consequence their organization operation. They attempt develop model multijoint learning in context whole neuro-musculo-skeletal system, whose observed is mechanical properties musculo-skeletal nervous regulation mechanisms learning. In accordance with these natural levels description three inherently connected components are...
Aim. We have developed a method for objective assessment of proprioceptive sensitivity (PS) based on determining the accuracy reproduction with eyes closed tested arm passive single-joint movements by active other during their execution. It was shown that healthy test subjects reproduce high accuracy, while post-stroke patients hemiparesis large proportion paretic gross qualitative and quantitative errors. To make sure errors are associated state PS but not cognitive factor or functional...
A new method of differential control is based on the analogy with brain function in visual-motor coordination. The proposed scheme simulates both learning and operation procedures living creatures. does not require calculation matrix inverses. model pseudoinversion Jacobean generated as a layered neural network. It being developed during process error backpropagation algorithm. Its convergence analyzed detail for linear case.
A scheme of adaptive neural network control which is able to output linear inertial plants proposed. The approach based on the analogy with brain function in visual-motor coordination animals. proposed manages both learning and performing stages operation. method does not require calculation transformation matrices implicit form. generated during delta-rule technique.