This glossary contains terminology in the field of quantum neural networks and non-linear computations algorithms
A central challenge is
Example: A central challenge is in the development of mathematical models – system-
inspired computing – linking physical platforms to models of complex analogue
information processing
en: Главная задача состоит в
Become attractive for an experimental implementation
Example: Therefore, such reservoirs become attractive for an experimental implementation in many physical systems with a motivation of realizing fast information
processing devices with low learning cost
en: Станут привлекательны для экспериментальной реализации
Can be revealed by looking at the
Example: The computational complexity of a problem can be revealed by looking at the
dependence of the problem’s size on time or the number of operations required to
solve it
en: Можно увидеть, посмотрев на
Experimentally demonstrated
Example: This has been experimentally demonstrated in triangular lattices using the atoms motional degrees of freedom and tunable artificial gauge fields
en: Экспериментально показано
Exploit this idea
Example: Many recent proposals exploit this idea
en: Использовать эту идею
Has been realised in
Example: A similar principle of adiabatic quantum annealing has been realised in the famous D-Wave machine that we discuss below.
en: Был реализован в
Is very straightforward to
Example: Is very straightforward to write as a
glass with N spins
en: Очень просто
Is widely used for a vast variety of
Example: For instance, the Ising Hamiltonian is widely used for a vast variety of hard discrete
combinatorial optimization problems, so that travelling salesman, graph colouring,
graph partitioning and others can be mapped into it with a polynomial overhead
en: Широко используется для самых разных
It is important to note that
Example: It is important to note that when we refer to a spin problem as NP-complete we understand that for some specific coupling matrix J (’problem instances’) finding the solution can be easy (belong to P class)
en: Важно отметить что
It is probably evident
Example: It is probably evident why we do not want too many ancilla
bits—this simply means we can only encode smaller problems
on the same size piece of hardware.
en: Это вероятно очевидно
It was shown that the
Example: It was shown that the probability of finding the global minimum of the XY
Hamiltonian agrees between experimental realisations of the laser array and nu-
merical simulations of Eqs. (18-20).
en: Было показано что
Looking beyond the
Example: Looking beyond the traditional computing one turns to physical platforms that
with their superior speed and reconfigurability and internal parallel processing can
provide faster alternatives to solving a specialised class of nonlinear problems
en: Заглядывая за пределы
The advantage for such explorations comes from
Example: The advantage for such explorations comes from the polariton’s small effective mass that is 4-5 orders of magnitude smaller than the electron’s mass.
en: Преимущество такого подхода заключается в
Theoretically justified
Example: This idea has been theoretically justified and experimentally realised for simple polariton graphs.
en: Теоретически доказано
There has been debate about
Example: There has been debate about whether or not these algorithms would actually be useful
en: Были споры о
There has been much interest in
Example: Recently, there has been much interest in the possibility of using
adiabatic quantum optimization
en: Имеет место значительный интерес
There has been substantial experimental progress toward
Example: There has been substantial experimental progress toward experimantal research
en: Значительный прогресс в
These issues lead to
Example: These issues lead to recent proposals of other physical platforms for implementing a CIM-like machine
en: Эти проблемы приводят к
Was inspired by the
Example: Another example of a gain-dissipative algorithm was inspired by the operation of
polariton networks
en: Был вдохновлен
Сan in principle be implemented in
Example: Сan in principle be implemented in quantum computations