Here, the authors report a M3D-LIME chip with monolithic three-dimensional integration of hybrid memory architecture based on resistive random-access memory, which achieves a high classification accuracy of 96% in one-shot learning task while exhibiting 18.3× higher energy efficiency than GPU. ...
The key problem now is, how could we improve the intelligence from higher computation capability? By building a bigger and more complex deep learning model, one can improve the accuracy of specific pattern recognition problems by a few percent; however, this approach never touches the essence of...
each new processor generation comes with additionalsmallertransistors, resulting in higher performance per joule or equivalently better energy efficiency. Transistors in arithmetic
Since the coders agreed on a common codebook in the previous iteration, we can expect a greater agreement that materializes as a higher value of ICA. As a by-product of this second iteration, 8 new codes arose, leading to a new version of the codebook with 47 codes and 7 semantic ...
However, reported domestic use of computers remained highly gendered, with males retaining a higher level of reported use both of their own computers and of a friend's computer. Knowledge about IT concepts had increased over time, with the male advantage over females being retained but declining ...
Besides the electric reservoir that is based on Boolean logic and von-Neumann architecture, people have been pursuing higher efficiency and lower energy consumption methods. For the reservoir model, the nonlinear analog electronic circuit can be used to directly build the reservoir model, such as the...
which would be either too costly or simply impossible. This transformation into a higher-dimensional space is similar to the functionality of the reservoir, but there exist two major differences: first, in the case of reservoirs the transformation is explicitly computed, and second kernels are not...
Sustainability in Higher Education: A systematic review with focus on management education Sustainability has received increasing attention in management education over the past ten years. This article reviews a decade's worth of research in a sy... PS Figueiró,E Raufflet - 《Journal of Cleaner ...
The combination of these trends could provide significant opportunities on how the HEP community manages data in the future, with significant savings in storage space (due to views and dataset versioning using abstractions similar to git) and network bandwidth due to higher utility of cached data ...
However, adoption of aforementioned sustainability techniques and technologies opens new challenges, such as, intermittency of power supply fromrenewable resourcesand higher capital costs. In this paper, we examine sustainable CDCs from various aspects to survey the enabling techniques and technologies. We...