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. ...
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 ...
each new processor generation comes with additionalsmallertransistors, resulting in higher performance per joule or equivalently better energy efficiency. Transistors in arithmetic
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...
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...
et al. Evaluation of higher order magnetic anisotropy in a perpendicularly magnetized epitaxial ultrathin Fe layer and its applied voltage dependence. Jpn. J. Appl. Phys. 58, 090905 (2019). Article ADS CAS Google Scholar Yamamoto, T. et al. Improvement of write error rate in voltage-driven...
Employees have higher expectations 58% Knowledge workers say expectations of their relationship with work have increased over the past 2 – 3 years1 82% Companies rate the digital employee experience as “very ”to “critically” important2 IT teams are under pressure to deliver 94% Or...
This millennium will see the increased use of parallel computing technologies at all levels of mainstream computing. Most computer hardware will use these technologies to achieve higher computing speeds, high speed access to very large distributed databases and greater flexibility through heterogeneous compu...
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...
However, adoption of aforementioned sustainability techniques and technologies opens new challenges, such as, intermittency of power supply from renewable resources and higher capital costs. In this paper, we examine sustainable CDCs from various aspects to survey the enabling techniques and technologies. ...