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(This is still a draft) Artificial intelligence, neural networks, deep learning, ANNs, SNNs, neuromorphic systems and computing, reduce energy cost and higher bandwith (speed).
Applications: edge computing (IoT), real time application, devices with limited energy supply.
In the last decade, neural networks and deep learning had improved and gained a lot of interest.
Thermal-aware mapping in neuromorphic computing.
In conventional computers NoC (architecture), thermal awarness researches is advanced but not for neuromorphic HW specially 3D-NoC neuromorphic systems.
Take into concideration the heat generated from neurons' activities in the neuuromorphic hardware and how to make it (spread) equally on the chip.
1- Read and gain knowledge about neuromorphic systems.
2- Survey on Routing algorithms for neuromorphic systems. (not finished)
1- Document on mapping and thermal-awarness in NoC.
2- Survey thermal-aware mapping and routing for 3D-NoC neuromorphic systems.
3- Propose a thermal-aware mapping method for NASH and implement it.
| Date | Task |
| ☑️Oct 1st - Dec 31, 2021 | Tutorials and reading about neuromorphic systems |
| Jan 1st - May 31, 2022 | Survey on Routing methods and algorithms for neuromorphic systems |
| ☑️Feb 1st - May 16, 2022 | Understand SNPC Source code and do the Tutorials |
| May 18 - May 31, 2022 | Documentation on mapping methods for neuromorphic computing |
| June 1- ?, 2022 | propose and implement thermal-aware mapping algorithm |
