Zobrazeno 1 - 10
of 1 436
pro vyhledávání: '"KUMAR, Akash"'
Autor:
Kumar, Akash, Dasgupta, Sanjoy
In this work, we investigate the problem of learning distance functions within the query-based learning framework, where a learner is able to pose triplet queries of the form: ``Is $x_i$ closer to $x_j$ or $x_k$?'' We establish formal guarantees on t
Externí odkaz:
http://arxiv.org/abs/2412.01290
Carbon dioxide (CO2), an important trace species that is gradually increasing in the atmosphere due to anthropogenic activities, causes enhanced warming in the lower atmosphere. The increased concentration of CO2 in the upper atmosphere results in en
Externí odkaz:
http://arxiv.org/abs/2412.01081
During intense geomagnetic storms, the rapid and significant production of NO followed by its associated infrared radiative emission in lower thermosphere contributes crucially to the energetics of the upper atmosphere. This makes NO infrared radiati
Externí odkaz:
http://arxiv.org/abs/2411.14071
Recent advances in machine learning have led to increased interest in reproducing kernel Banach spaces (RKBS) as a more general framework that extends beyond reproducing kernel Hilbert spaces (RKHS). These works have resulted in the formulation of re
Externí odkaz:
http://arxiv.org/abs/2411.11242
Ultra-fast spectrum analysis concept based on rapidly tuned spintronic nano-oscillators has been under development for the last few years and has already demonstrated promising results. Here, we demonstrate an ultra-fast microwave spectrum analyzer b
Externí odkaz:
http://arxiv.org/abs/2411.03870
In order to vary the arithmetic resource consumption of neural network applications at runtime, this work proposes the flexible reuse of approximate multipliers for neural network layer computations. We introduce a search algorithm that chooses an ap
Externí odkaz:
http://arxiv.org/abs/2410.07762
Mixed-Criticality Systems (MCSs) include tasks with multiple levels of criticality and different modes of operation. These systems bring benefits such as energy and resource saving while ensuring safe operation. However, management of available resou
Externí odkaz:
https://tud.qucosa.de/id/qucosa%3A89998
https://tud.qucosa.de/api/qucosa%3A89998/attachment/ATT-0/
https://tud.qucosa.de/api/qucosa%3A89998/attachment/ATT-0/
Multiplication is one of the widely used arithmetic operations in a variety of applications, such as image/video processing and machine learning. FPGA vendors provide high-performance multipliers in the form of DSP blocks. These multipliers are not o
Externí odkaz:
https://tud.qucosa.de/id/qucosa%3A83401
https://tud.qucosa.de/api/qucosa%3A83401/attachment/ATT-0/
https://tud.qucosa.de/api/qucosa%3A83401/attachment/ATT-0/
Both composition and temperature play a crucial role in determining the NO radiative cooling in lower thermosphere as observed by TIMED/SABER. In this work, we present a detailed investigation of seasonal variation in thermospheric NO radiative cooli
Externí odkaz:
http://arxiv.org/abs/2406.01000
Autor:
Shaw, Puneet Kumar, Taraporewalla, Jehan, Raza, Sohaib, Kumar, Akash, Duttagupta, Rimisha, Rahaman, Hafizur, Saha, Dipankar
Applications like high density information storage, neuromorphic computing, nanophotonics, etc. require ultra-thin electronic devices which can be controlled with applied electric field. Of late, atomically thin two-dimensional (2D) materials and van
Externí odkaz:
http://arxiv.org/abs/2405.19927