A Flexible and Energy‐Efficient Compute‐in‐Memory Accelerator for Kolmogorov–Arnold Networks
This article presents KA‐CIM, a compute‐in‐memory accelerator for Kolmogorov–Arnold Networks (KANs). It enables flexible and efficient computation of arbitrary nonlinear functions through cross‐layer co‐optimization from algorithm to device. KA‐CIM surpasses CPU, ASIC, VMM‐CIM, and prior KAN accelerators by 1–3 orders of magnitude in energy‐delay ...
Chirag Sudarshan +6 more
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Study on the climate impacts on the reservoir waterlevel. [PDF]
Cui X, Liu L.
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This paper proposes a novel control framework to ensure safety of a robotic swarm. A feedback optimization controller is capable of driving the swarm toward a target density while keeping risk‐zone exposure below a safety threshold. Theory and experiments show how safety is more effectively achieved for sparsely connected swarms.
Longchen Niu, Gennaro Notomista
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Optimization of Ultrasonic Extraction Parameters for Polyphenolic-Rich Extract from Peanut Shells and Its Application in Functional Yogurt. [PDF]
Tultabayeva T +9 more
europepmc +1 more source
Hyers-Ulam-Rassias stability of a quadratic-cubic-quartic functional equation
Yang-Hi Lee
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STABILITY OF (α, β, γ)-DERIVATIONS ON LIE C*-ALGEBRA ASSOCIATED TO A PEXIDERIZED QUADRATIC TYPE FUNCTIONAL EQUATION [PDF]
Nasrin Eghbali, Somayeh Hazrati
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This study refines the Crystal Hamiltonian Graph Network to predict energies, structures, and lithium‐ion dynamics in halide electrolytes. By generating ordered structural models and using an iterative fine‐tuning workflow, we achieve near‐ab initio accuracy for phase stability and ionic transport predictions.
Jonas Böhm, Aurélie Champagne
wiley +1 more source
Effects of Fermentation Time and Temperature on the Physicochemical Quality of Kombucha. [PDF]
Salinas-Ruiz JP +4 more
europepmc +1 more source
FUZZY STABILITY OF AN ADDITIVE-QUADRATIC FUNCTIONAL EQUATION WITH THE FIXED POINT ALTERNATIVE
Jeong Pil Seo, Sungjin Lee, Reza Saadati
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Solution and stability of generalized mixed type cubic, quadratic and additive functional equation in quasi-Banach spaces [PDF]
M. Eshaghi Gordji, H. Khodaei
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