Two methods to compress transmitted image data are proposed in this paper. The first method is the one-time learning hierarchical CMAC method and the second is the memory limited CA-CMAC method for image data compression and reconstruction. The one-time learning hierarchical CMAC method is used when a coarse image needs to be sent to the receiver initially and then the image quality is graduall...

This paper introduces a new structure in neural networks called TD-CMAC, an extension to the conventional Cerebellar Model Arithmetic Computer (CMAC), having reasonable ability in time series prediction. TD-CMAC, the conventional CMAC and a classical neural network model called Multi-Layer Perceptron (MLP) are simulated and evaluated for 1-hour-ahead prediction and 24-hour-ahead prediction of c...

Knee joint is the most important and complex structure in human lower limbs. It a nonlinear, time-varying strong coupling system. In this paper, mechanical of prosthetic knee built, parallel control CMAC PID algorithm introduced to establish model. Through simulation analysis, it found that CMAC-PID compared with traditional can improve real-time accuracy Therefore, optimize effect knee.

CMAC Neural Network is a popular choice for control applications. One of the main problems with CMAC is that the memory needed for the network grows exponentially with each addition of input variable. In this paper, we present a new CMAC architecture with more effective allocation of the available memory space. The proposed architecture employs hierarchical clustering to perform adaptive quanti...

In this paper to address a signed distance fuzzy sliding-mode control (SDFSMC) architecture which integrates cerebellar model articulation controller (CMAC). The proposed control consists of the SDFSMC and a feedforward compensation with modify CMAC network which to control the dynamics of the nonlinear systems with unknown structured nonlinearities without requiring a priori knowledge of the s...

OBJECTIVE To compare the effectiveness of the C-MAC® video laryngoscope (CMAC) to the direct laryngoscope (DL) when used to rescue a failed first attempt intubation in the emergency department (ED). METHODS Data were prospectively collected on all patients intubated in an academic ED center over a five-year period from February 1, 2009 to January 31, 2014 when both the CMAC and the DL were av...

The National Institute of Standards and Technology (NIST) has recently specified the Cipher-based Message Authentication Code (CMAC), which is equivalent to the One-Key CBC-MAC1 (OMAC1) algorithm submitted by Iwata and Kurosawa. OMAC1 efficiently reduces the key size of Extended Cipher Block Chaining mode (XCBC). This memo specifies the use of CMAC mode on the authentication mechanism of the IP...

An achievable rate region for a 3-node cooperative multiple access channel (CMAC) is presented in this paper. A CMAC contains multiple users cooperatively transmitting information to a single destination node. It includes the traditional multiple access channel that assumes no communication between source nodes, and multiple input single output (MISO) system that contains ideal links between so...

The Cerebellar Model Arithmetic Controller (CMAC) is a means to achieve neural networks, and this has the advantages that the convergence time is short and learning speed per step is fast, compared with those of standard back-propagation neural networks. In the conventional design method of CMAC, a learning gain and quantizing intervals are determined by trial and error, and these values are co...

The caudal cingulate motor area (CMAc) and the supplementary motor area (SMA) play important roles in movement execution. The present study aimed to characterize the functional organization of these regions during movement by investigating laterality representations in the CMAc and SMA of monkeys via an examination of neuronal activity during a button press movement with either the right or lef...