Codeword distribution for frequency sensitive competitive learningwith one-dimensional input data

We study the codeword distribution for a conscience-type competitive learning algorithm, frequency sensitive competitive learning (FSCL), using one-dimensional input data. We prove that the asymptotic codeword density in the limit of large number of codewords is given by a power law of the form Q(x)=C.P(x)(alpha), where P(x) is the input data density and alpha depends on the algorithm and the form of the distortion measure to be minimized. We further show that the algorithm can be adjusted to minimize any L(p) distortion measure with p ranging in (0,2].     

Sorter Based Permutation Units for Media-Enhanced Microprocessors

Single or multibit subword permutations are useful in many multimedia and cryptographic applications. Several specialized instructions have been proposed to handle the required data rearrangements. In this paper, we examine the hardware implementation of the powerful permutation instruction group (GRP). The design of the proposed permutation unit is based on the functionality of sorting networks. Two variants of the sorter-based GRP unit are introduced and analyzed and their energy-delay behavior is investigated using static CMOS implementations in a 130-nm CMOS technology.     

Multi-RAT Aggregation Through Spectrum Reallocation for Future Wireless Networks

Wireless Personal Communications - Next generation wireless networks are becoming the main focus of the industry by putting efforts to launch beyond 4G (i.e. 5G) communication systems by 2020....     

Diffusion approximation of frequency sensitive competitive learning

The focus of this paper is a convergence study of the frequency sensitive competitive learning (FSCL) algorithm. We approximate the final phase of FSCL learning by a diffusion process described by the Fokker-Plank equation. Sufficient and necessary conditions are presented for the convergence of the diffusion process to a local equilibrium. The analysis parallels that by Ritter-Schulten (1988) for Kohonen's self-organizing map. We show that the convergence conditions involve only the learning rate and that they are the same as the conditions for weak convergence described previously. Our analysis thus broadens the class of algorithms that have been shown to have these types of convergence characteristics.     

Retroviral vector-modified bone marrow stromal cells secrete biologically active factor IX in vitro and transiently deliver therapeutic levels of human factor IX to the plasma of dogs after reinfusion

Canine bone marrow stromal cells (BMSCs), transduced ex vivo with retroviral vectors, expressed and secreted biologically active human and canine coagulation factor IX (hFIX and cFIX) in vitro, and on autologous reinfusion expressed hFIX into the circulation of normal (nonhemophiliac) dogs. Human FIX, when expressed in vitro by BMSCs of two dogs at 1.22 and 1.39 microg/10(6) cells/24 hr in medium supplemented with vitamin K, respectively, exhibited 28.1 and 27.3% normal biological activity as determined on the basis of a one-stage clotting assay. BMSCs of two additional dogs expressed 1.54 and 4.81 microg of cFIX/10(6) cells/24 hr in vitamin K-supplemented medium and the expressed cFIX possessed 58.4 and 32.9% normal activity, respectively. Between 2.33 and 3.35 x 10(8) transduced BMSCs, expressing 1.22 and 2.61 microg of hFIX/10(6) cells/24 hr or 3.24 and 7.82 microg of cFIX/10(6) cells/24 hr were reintroduced into the four donor dogs by intravenous infusion. Human FIX was detected in plasma for 7 or 12 days after BMSC reinfusion, with peak levels of 85.8 and 233.0 ng/ml observed at 2 days. Canine anti-hFIX antibodies, which were detected as early as 2-4 days after reinfusion of BMSCs expressing hFIX, may have masked potentially longer duration expression in vivo. Peak plasma levels of hFIX represented 2.1 and 5.8% normal human hFIX levels. When adjusted for percent normal one-stage clotting activity determined in vitro, these levels represented 0.6 and 1.6% normal human hFIX activity levels. Thus, we have demonstrated that retroviral vector-modified BMSCs can deliver human therapeutic levels of hFIX to the circulation of dogs.     

Primary brachial vein transposition for hemodialysis access: Report of a case and review of the literature

The superiority of autogenous fistulae in patients with end‐stage renal disease, performing hemodialysis, is well established and largely accepted. However, in case that superficial veins in the upper arm are not available for fistula construction, brachial vein transposition may be a viable alternative prior to graft placement. This transposition could be done as a primary or staged procedure, depending on the vein size. We present the case of a 63‐year‐old male patient with a thrombosed arteriovenous graft in the forearm and a large brachial vein in the ipsilateral upper arm. A one‐stage (primary) brachial vein transposition was performed. The fistula, 10 months after its construction, is still patent. No complications have occurred.     

Low-Power Leading-Zero Counting and Anticipation Logic for High-Speed Floating Point Units

In this paper, a new leading-zero counter (or detector) is presented. New boolean relations for the bits of the leading-zero count are derived that allow their computation to be performed using standard carry-lookahead techniques. Using the proposed approach various design choices can be explored and different circuit topologies can be derived for the design of the leading-zero counting unit. The new circuits can be efficiently implemented either in static or in dynamic logic and require significantly less energy per operation compared to the already known architectures. The integration of the proposed leading-zero counter with the leading-zero anticipation logic is analyzed and the most efficient combination is identified. Finally, a simple yet efficient technique for handling the error of the leading-zero anticipation logic is also presented. The energy-delay behavior of the proposed circuits has been investigated using static and dynamic CMOS implementations in a 130-nm CMOS technology.