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Modular and hierarchical specialization in neural networks

Modularity and hierarchy are fundamental notions in structured system design. By subdividing a large and unstructured problem into smaller and tractable chunks, design automation becomes possible. In this paper we discuss the use of modularity and hierarchy for functional specialization during the development of neural networks. We study the behavioral differences and requirements for back-propaga

Two Flavors of 4kb Standard-Cell Based Subvt Memory in 65 nm CMOS

Ultra-low power (ULP) biomedical implants and sensor nodes typically require small memories of a few kb, while previous work on reliable subthreshold (sub-VT) memories targets several hundreds of kb. Standard-cell based memories (SCMs) are a straightforward approach to realize robust sub- VT storage arrays and fill the gap of missing sub-VT memory compilers. This paper presents an ultra-low-leakag

Adaptive Autopilots for Large Tankers

The adaptive autopilots are based on velocity scheduling, a self-tuning regulator for steady state course keeping, a high gain turning regulator with variable structure, and a Kalman filter. Results from simulations and full-scale experiments on three different tankers are presented. The autopilots are shown to work excellently under different loads, speed and weather conditions.

Organizational factors affecting product innovation capability: Findings from the Med-Tech industry

Research in innovation has resulted in much applicable knowledge in terms of tools, methods and processes. However, the challenge of allowing “space”, time and competence for innovation capability development is sparsely reported. The purpose of this research is to identify how organizational and behavioral factors affect product innovation capability and its development in organizations. The rese

Ethics in the making

Applied ethics in research is no longer regarded as a concern exclusive to the medical field. Exemplars in ethics from other fields such as design are, however, meagre, as are relevant practical and design applied guidelines. The more ethically grounded a given area of research is, the greater the chance it can contribute to long-term, meaningful breakthroughs in knowledge. An improved ethics in d

Deep linguistic prehistory with particular reference to Andamanese *

In 1992, American linguist Johanna Nichols introduced a new method of detecting typological patterns at great time depths, based on the morphological analysis and cross-linguistic comparisons of several structural types and grammatical categories (Nichols 1992). She claimed that her method reveals patterns that may go back as far as the initial modern human colonization of the globe, and she set u

Capacity evaluation of measured vehicle-to- vehicle radio channels at 5.2 GHz

Reliability in Ricean multiple-input-multipleoutput (MIMO) channels is crucial for safety-related vehicle-tovehicle (V2V) applications. In Ricean channels, there is a signalto- noise ratio-dependent critical data rate below which signaling with zero outage is possible. The link will be more reliable the higher this critical data rate is. We present results of spectral efficiency and outage probabi