Search Results - "Nomm, S."

Application of self organizing Kohonen map to detection of surgeon motions during endoscopic surgery by Petlenkov, E., Nomm, S., Vain, J., Miyawaki, F.

“…Segmentation of the surgeonpsilas hand movements during the surgery into more primitive parts and recognition of those parts using Kohonen map is discussed in…”
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On realizability of neural networks-based input–output models in the classical state-space form by Kotta, Ü., Chowdhury, F.N., Nõmm, S.

“…This paper proves that the typical neural network-based input/output model does not have a state-space realization and suggests the Additive Nonlinear…”
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A novel taylor series based approach for control computation in NN-ANARX structure based control of nonlinear systems by Belikov, J., K., Vassiljeva, E., Petlenkov, S., Nomm

“…This paper presents an alternative approach for control computation in a closed loop of discrete-time nonlinear system and NN-ANARX based dynamic output…”
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Wearable system for patient motor condition assessment and training monitoring by Kuusik, A., Nomm, S., Ovsjanski, S., Orunurm, L., Reilent, E.

“…In this paper we describe an extendable point of care system for simultaneous motor rehabilitation (post-stroke and -arthroscopy) patient condition assessment…”
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Linear Input-Output Equivalence and Row Reducedness of Discrete-Time Nonlinear Systems by Kotta, Ülle, Bartosiewicz, Z, Nomm, S, Pawluszewicz, E

“…The problem of linear input-output (i/o) equivalence of mero morphic nonlinear control systems, described by implicit higher order difference equations, is…”
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Realization of interconnected nonlinear input-output discrete-time systems by Nomm, S.

“…The majority of control techniques for nonlinear systems are based on state-space description, the problem of finding state-space realization of input-output…”
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Generalization of Transfer Equivalence for Discrete-Time Non-Linear Systems: Comparison of Two Definitions by Kotta, ü., Pawłuszewicz, Ewa, Nõmm, S.

“…The problem of system reduction is studied for discrete-time non-linear single-input single-output systems described by high-order input-output (i/o)…”
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Classical state space realizability of input-output bilinear models by Kotta, Ü., Nõmm, S., Zinober, A. S. I.

“…This paper studies the realizability property of bilinear input-output (i/o) models in the classical state space form. Constraints on the parameters of the…”
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On state space realizability of bilinear systems described by higher order difference equations by Kotta, U., Nomm, S., Zinober, A.S.I.

“…This paper studies the realizability property of bilinear input-output (i/o) models in the classical state space form. Constraints on the parameters of the…”
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Baseband adaptive predistorter to linearize power amplifiers with memory by Cottais, F., Nomm, S., Wang, Y., Toutain, S., Moog, C.

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Partially observed stochastic bilinear system control by Tenno, R., Nomm, S.

“…Semi-explicit solution to a partially observed stochastic bilinear system control problem is given. The system is bilinear in respect to the control inputs,…”
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Polynomial based approach in analysis and detection of surgeon's motions by Jakubiak, J., Nomm, S., Vain, J., Miyawaki, F.

“…In the paper a problem of analyzing surgeon's right hand wrist trajectory during laparoscopic operation is considered. Based on the results of the analysis…”
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A novel artificial neural networks based automatic adaptive fault detection technique for analog circuits by Petlenkov, E., Jutman, A., Nomm, S., Ubar, R.

“…Nowadays, test and measurement tasks at high volume production facilities are fully automated. Normally the responses of analog components to test stimuli have…”
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Towards artificial intelligence based automatic adaptive response analyzer for high frequency analog BIST by Petlenkov, E., Jutman, A., Nomm, S., Ubar, R.

“…In this paper we analyze the feasibility of a novel neural networks (NN) -based embedded self-test framework for analog devices and systems. The solution that…”
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Human-robot interaction learning using timed automata by Vain, J., Miyawaki, F., Nomm, S., Totskaya, T., Anier, A.

“…A new unsupervised learning algorithm of human-robot interaction for behavior planning unit of a scrub nurse robot is proposed in this paper. The algorithm…”
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Comparison of neural networks-based ANARX and NARX models by application of correlation tests by Nomm, S., Kotta, U.

“…A correlation-test-based validation procedure is applied in this study to compare neural networks based nonlinear autoregressive exogenous model class to its…”
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Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function by Nomm, S., Vassiljeva, K., Belikov, J., Petlenkov, E.

“…Application of genetic algorithm to determine structure of Neural Networks based Additive Nonlinear eXogenous (NN-ANARX) model and if possible to simplify the…”
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Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure by Nomm, S., Vassiljeva, K., Petlenkov, E.

“…Present paper focuses its attention on the application of genetic algorithm to adjust the NN-ANARX type structure improving performance of the identified…”
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Reducibility and reduction of discrete-time nonlinear control systems: comparison of two approaches by Kotta, U., Pawluszewicz, E., Nomm, S.

“…The problem of system reduction is studied for discrete-time nonlinear single-input single-output systems described by high-order input-output (i/o) difference…”
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Neural Networks Based ANARX Structure for Identification and Model Based Control by Petlenkov, E., Nomm, S., Kotta, U.

“…This article is devoted to the training and application of neural networks based additive nonlinear autoregressive exogenous (NN-based ANARX) model. Training…”
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