[App] Simple Kernels

[chhzh123]

Allo implementations on 1D convolution, partition, dot product, substring matching, etc.

[sx286]

Shencheng Xu project progress:
The kernel components for all CCA algorithms have been completed and verified, but the kernel has not yet been optimized and the kernel components have not yet been put together. Attempts are being made to design the filter kernel for FBCCA algorithm.

[sx286]

The design of unidirectional and bidirectional zero-order digital filters has been completed, allowing the filters to be filtered on-line and off-line, and attempts are being made to design Chebyshev polynomial kernels based on this to realize Chebyshev filters.

[chhzh123]

@sx286 Do you have a Github repo to store your code? Can you also attach the link here?

[sx286]

https://github.com/sx286/BCI-Allo Here it is

[sx286]

In the past 2 weeks, I successfully assembled the kernel for the CCA algorithm and passed the llvm version of the test using the brain-computer interface dataset, and am currently pushing the algorithm to the backend of the hw emulation for testing.

[sx286]

Finished pushing the kernel for the CCA algorithm to the backend and got out the performance metrics such as time needed to compute, accuracy, etc. Attempted to assemble a larger kernel which was able to pass the llvm and csim tests, but could not be pushed into hw mode. Roughly completed the poster needed for the MEng project.

[sx286]

Finished the MENG poster. Working on the report right now.