This paper proposes a novel approach for an optimal multi-objective optimization for VLSI implementation of Artificial Neural Network (ANN) which is area-power-speed efficient and has high degree of accuracy and dynamic range. A VLSI implementation of feed forward neural network in floating point arithmetic IEEE-754 single precision 32 bit format is presented that makes the use of digital weigh...

The current draft revision of ISO/IEC 42010 (IEEE Std 1471) proposes a formalization of architecture framework within the ontology of the standard. This paper discusses the origin of the concept, motivates its standardization in ISO/IEC 42010, and argues that a well-defined architecture framework should be a key component of any architecture description. The paper describes the application of t...

This report introduces a precision independent tool for testing the compliance of hardware or software implementations of oating-point arithmetic with the principles of the IEEE standards 754 and 854. The tool consists of a driver program, ooering many options to test only speciic aspects of the IEEE standard, and a large set of test vectors, encoded in a precision independent syntax allowing t...

as nitric oxide (NO), superoxide anion (O2 ), hydroxyl ( ·OH) radicals and peroxynitrite (ONOO ), are toxic and play an important role in tissue injury. O2 reacts rapidly with NO to produce the more toxic ONOO . In addition, ONOO and its decomposition product, ·OH, contribute to antioxidant depletion, alterations of protein structure and oxidative damage observed in human diseases. Thus, it is ...

To enquire whether the known X linked probes linked to the Duchenne muscular dystrophy gene vary in their RFLP frequencies, three probes, 754, XJ1.1, and pERT87.8, were tested in European, Indian Muslim, and West African samples. Though the average heterozygosity for the three together is fairly similar in the three populations, significant differences in allele frequencies were evident.

Owing to the failure of Dennard’s scaling, past decade has seen a steep growth prominent new paradigms leveraging opportunities in computer architecture. Two technologies interest are Posit and RISC-V. was introduced mid-2017 as viable alternative IEEE-754, RISC-V provides commercial-grade open source Instruction Set Architecture (ISA). In this article, we bring these two together propose Confi...