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This has been achieved by using a special-purpose Processing Elements (PEs) for computing SNNs, and analyzing and customizing the instruction set according to the processing needs to achieve maximum performance with minimum resources.
The main design criteria were to design a system with minimum resources and flexible to cater the needs of slow and fast diagnostic channels and can be easily integrated with the existing data acquisition system of Aditya Tokamak.
Productivity: All automotive manufacturers want to turn around raw material with minimum resources.
Over time, the system will begin to use machine learning to teach itself the optimal way to produce steel with minimum resources, creating higher efficiency across the whole production process.
Thus, statistical method not only helped in locating the optimum levels of the most significant factors considered with minimum resources and time but also proved to be useful and satisfactory in this process-optimizing exercise.
"We do our best with minimum resources.
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Therefore it is important to achieve appropriate product reliability with minimum resource consumption.
The first-level fault tolerance is achieved by solving a topological optimization problem to re-regulate the traffic away from the disaster-affected area with minimum resource cost.
We have proposed a scheduler with minimum resource level guarantee for service classes following the delay budget and packet loss rates in addition to providing best channel usage.
In the case when a higher throughput is required, the action with the critical path is extracted from the design, and automatically pipelined with the required delay (for that actor) with minimum resource penalty.
Children inside these camps attend classes to learn the maximum possible with the minimum resources.
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