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pro vyhledávání: '"Haleva, Emir"'
Transformer models have achieved remarkable results in a wide range of applications. However, their scalability is hampered by the quadratic time and memory complexity of the self-attention mechanism concerning the sequence length. This limitation po
Externí odkaz:
http://arxiv.org/abs/2311.13541
Autor:
Kampeas, Joseph, Nahshan, Yury, Kremer, Hanoch, Lederman, Gil, Zaloshinski, Shira, Li, Zheng, Haleva, Emir
Post-training Neural Network (NN) model compression is an attractive approach for deploying large, memory-consuming models on devices with limited memory resources. In this study, we investigate the rate-distortion tradeoff for NN model compression.
Externí odkaz:
http://arxiv.org/abs/2303.03106
Akademický článek
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Autor:
Haleva, Emir, Diamant, Haim
Vesicular capsules are used to carry biochemicals in biology and liposome technology. Being water-permeable with differing interior and exterior compositions, they are necessarily under osmotic stress. Recent studies have underlined the different the
Externí odkaz:
http://arxiv.org/abs/1210.2612
Publikováno v:
Advances in Planar Lipid Bilayers and Liposomes, Volume 16, 2012, Pages 301-335
A method for determining permeability of phospholipid bilayer based on the osmotic swelling of micrometer-sized giant unilamellar vesicles (GUVs) is presented as an alternative to the two established techniques, dynamic light scattering on liposome s
Externí odkaz:
http://arxiv.org/abs/1205.4268
Publikováno v:
Soft Matter, 2012; 8: 2185-2193
As solute molecules permeate into a vesicle due to a concentration difference across its membrane, the vesicle swells through osmosis. The swelling can be divided into two stages: (a) an "ironing" stage, where the volume-to-area ratio of the vesicle
Externí odkaz:
http://arxiv.org/abs/1109.0844
Autor:
Haleva, Emir, Diamant, Haim
Publikováno v:
Phys. Rev. E 78, 021132 (2008)
We study the statistical mechanics of a closed random manifold of fixed area and fluctuating volume, encapsulating a fixed number of noninteracting particles. Scaling analysis yields a unified description of such swollen manifolds, according to which
Externí odkaz:
http://arxiv.org/abs/0806.3618
Autor:
Haleva, Emir, Diamant, Haim
Publikováno v:
Phys. Rev. Lett. 101, 078104 (2008)
We consider a ubiquitous scenario where a fluctuating, semipermeable vesicle is embedded in solution while enclosing a fixed number of solute particles. The swelling with increasing number of particles or decreasing concentration of the outer solutio
Externí odkaz:
http://arxiv.org/abs/0802.1422
Autor:
Haleva, Emir, Diamant, Haim
Publikováno v:
Eur. Phys. J. E 21, 33 (2006); Eur. Phys. J. E 25, 223(E) (2008)
The mean area of a two-dimensional Gaussian ring of $N$ monomers is known to diverge when the ring is subject to a critical pressure differential, $p_c \sim N^{-1}$. In a recent publication [Eur. Phys. J. E 19, 461 (2006)] we have shown that for an i
Externí odkaz:
http://arxiv.org/abs/cond-mat/0607646
Autor:
Haleva, Emir, Diamant, Haim
Publikováno v:
Eur. Phys. J. E 19, 461 (2006)
We revisit the problem of a two-dimensional polymer ring subject to an inflating pressure differential. The ring is modeled as a freely jointed closed chain of N monomers. Using a Flory argument, mean-field calculation and Monte Carlo simulations, we
Externí odkaz:
http://arxiv.org/abs/cond-mat/0601345