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- A convolution layer in CNNs iteratively performs 3-D convolution operations on an activation volume for each of different kernels in the layer. Therefore, how to process the repeated convolution operations more efficient becomes one of the most important design issues in CNN accelerators.
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Why is activation volume important?
What is activation volume?
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Why is activation volume important in complex previtreous dynamics?
The activation volume is defined as the volume of a material involved in the process of overcoming the energy barrier; in other words, it is the smallest unit reversing its magnetization during a switching process. V act can be determined by magnetization time-dependence measurements.
Oct 11, 2021 · Activation volume is important because it quantifies the efficiency of interfacial shear to drive the reaction. Recent advancements have enabled calculation of activation volume from both nano- and macro-scale experiments as well as simulations.
- Ashlie Martini, Seong H. Kim
- 2021
Activation volume is important because it quantifies the efficiency of interfacial shear to drive the reaction. Recent advancements have enabled calculation of activation volume from both nano- and macro-scale experiments as well as simulations.
- 150
- 69
- Tribology Letters
The volume of activation is probably easier to understand on an elementary level than the other important quantities of activation, i.e. the free energy, enthalpy, and entropy.
- E. Whalley
- 1964
The volume of activation, as derived from the pressure dependence of the observed rate constant of a chemical reaction, is discussed in general terms, rather than a systematic treatment of various classes of reactions, which are in fact reported elsewhere (1–7). Emphasis is given to the formal evaluation of the volume of activation as well as ...
- H. Kelm, D. A. Palmer
- 1978
Jan 1, 2006 · Its relative simplicity of definition and precision of typical experimental values render the volume of activation to be of far superior mechanistic value than the entropy of activation. In many cases the volume of activation adds the extra dimension to mechanistic elucidation.
Sep 24, 2019 · In pressurized glass-forming systems, the apparent (changeable) activation volume Va ( P) is the key property governing the previtreous behavior of the structural relaxation time ( τ) or...
