Nowadays, AI is defined as
the new electricity powered by the deep neural networks (DNN). Even though DNNs
resembles the human brain, it is considered as the first generation of the
neural networks. On the other hand, there are other types of neural networks
closer to the human brain in terms of the behaviour. Spiking Neural Networks
(SNNs) can be considered in this class of neural networks and called as second
generation neural networks. Even though the neuron of SNNs can resemble the
human brain more closely, their hardware realizations become more costly and
complicated. Therefore, an effiicient high level synthesis framework could be
very helpful for the researchers working in this area.
Recommended Student
Academic & Research Background: Logic circuits, basic HDL
coding, programming, VHDL, Verilog, CS