Incrementally learning new information from a non-stationary stream of data, referred to as ‘continual learning’, is a key feature of natural intelligence, but a challenging problem for deep neural networks. In recent years, numerous deep learning meth
Strategically combining four structured domains creates the first ever three-way topological energy-splitter; remarkably, this is only possible using a square, or rectangular, lattice, and not the graphene-like structures more commonly used in valleytron
The main idea of the article is very elegant and the investigation of the topological descriptors to capture complex network properties is intriguing as much as is the comparison between the entropy-based descriptors (related to information theory concepts) and the classical descriptors (related to me...
Here, we define free will, determinism and locality in terms of a binary relation between objects and representations, and we verify that the three concepts constitute a trilemma. We also show that non-locality in cognition is naturally found in decision making without any assumption of quantum ...
Section 2 reviews basic concepts of a multiset, 3WD, and the DTRS model. Several new operations of multisets are introduced and their corresponding properties are discussed. Section 3 investigates 3WD in multiset-valued information tables. The multiset-decision-theoretic rough set model is established...
the concepts of the reason, to take posses- sion of his consciousness, but, instead of all this, gives the whole power of his mind to perception, sinks himself entirely in this, and lets his whole consciousness be filled with the quiet contempla- tion of the natural object actually present...
In this paper we review the principles of FLP and those techniques that are using such concepts for the 3D fabrication of microfluidic systems and optical and mechanical devices integrated therein. Some of the laser fabrication techniques are regarded as undeformative processes since they modify ...
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Intense laser pulses can be used to demagnetize a magnetic material on an extremely short timescale. While this ultrafast demagnetization offers the potential for new magneto-optical devices, it poses challenges in capturing coupled spin-electron and spi
Finally, we propose a possible scheme to experimentally probe the predicted physics of our model. Our work provides a way to explore phase-factor-induced nontrivial physics by introducing additional particle levels. Symmetry and spontaneous symmetry breaking are central concepts in modern many-body ...