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The two dragons of cognition: recursive condensation for predictive processing [PDF]

open access: yesFrontiers in Computational Neuroscience
Computation separates time from space: nondeterministic problems are exponential in time (the “Time Dragon”) but polynomially simulable in space (the “Space Dragon”), as formalized by Savitch's theorem (NPSPACE⊆PSPACE).
Xin Li
doaj   +2 more sources

PCF-VAE: posterior collapse free variational autoencoder for de novo drug design [PDF]

open access: yesScientific Reports
Generating novel molecular structures with desired pharmacological and physicochemical properties is challenging due to the vast chemical space, complex optimization requirements, predictive limitations of models, and data scarcity. This study focuses on
Arun Singh Bhadwal   +2 more
doaj   +2 more sources

Gravitational quantum collapse in dilute systems

open access: yesComptes Rendus. Physique, 2022
Penrose has suggested that large fluctuations of the gravitational energy of quantum systems, resulting from fluctuations of its density in space, may induce a quantum collapse mechanism [1], but he did not propose a precise dynamics for this process. We
Laloë, Franck
doaj   +1 more source

Event Collapse in Contrast Maximization Frameworks

open access: yesSensors, 2022
Contrast maximization (CMax) is a framework that provides state-of-the-art results on several event-based computer vision tasks, such as ego-motion or optical flow estimation.
Shintaro Shiba   +2 more
doaj   +1 more source

Instability of Compacted Residual Soil

open access: yesGeosciences, 2021
Static liquefaction of loose sands has been observed to initiate at stress ratios far less than the steady-state stress ratio. Different collapse surface concepts largely based on undrained triaxial test results have been proposed in the literature to ...
Sainulabdeen Mohamed Junaideen   +2 more
doaj   +1 more source

Fundamental limit on angular measurements and rotations from quantum mechanics and general relativity

open access: yesPhysics Letters B, 2021
We show that the precision of an angular measurement or rotation (e.g., on the orientation of a qubit or spin state) is limited by fundamental constraints arising from quantum mechanics and general relativity (gravitational collapse).
Xavier Calmet, Stephen D.H. Hsu
doaj   +1 more source

The genesis of the Ukrainian crisis and its significance for post-Soviet space

open access: yesИбероамериканские тетради, 2023
The post-Soviet space is once again in turbulence. It is difficult today to predict how such reorganization will play out and what consequences it will have for Russia, its neighbouring states and forthe international order as a whole.
S. M. Markedonov
doaj   +1 more source

Collapse dynamics and Hilbert-space stochastic processes

open access: yesScientific Reports, 2021
Spontaneous collapse models of state vector reduction represent a possible solution to the quantum measurement problem. In the present paper we focus our attention on the Ghirardi–Rimini–Weber (GRW) theory and the corresponding continuous localisation ...
Daniele Bajoni   +3 more
doaj   +1 more source

Neural Annealing and Visualization of Autoregressive Neural Networks in the Newman–Moore Model

open access: yesCondensed Matter, 2022
Artificial neural networks have been widely adopted as ansatzes to study classical and quantum systems. However, for some notably hard systems, such as those exhibiting glassiness and frustration, they have mainly achieved unsatisfactory results, despite
Estelle M. Inack   +2 more
doaj   +1 more source

Theories of State Collapse and Disintegration of Currency Zones [PDF]

open access: yesAlterEconomics, 2022
Due to the limitations inherent in economics and political science, each of these two domains taken separately is unable to explain in what cases and why a state collapses or to describe comprehensively the reasons behind the fragmentation of economic ...
Ekaterina S. Romanchuk
doaj   +1 more source

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