https://www.cart-research.com/home/machine-learning
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cnn-fpga: convolutional neural network codes in C++/OpenCL for CPU+FPGA platforms
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kmeans_processor (Kmeans_Processador): VHDL codes for K-means and K-modes
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Apriori: VHDL codes
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About HARP Cluster at Paderborn University: https://pc2.uni-paderborn.de/hpc-services/available-systems/fpga-research-clusters/harp-research-cluster
Publications:
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M.A. Souza, L.A. Maciel, P.H. Penna, H.C. Freitas. Energy Efficient Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip Package. In: 2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2019. DOI: https://doi.org/10.1109/cahpc.2018.8645850
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Maciel, Lucas Andrade; Souza, Matheus Alcantara; De Freitas, Henrique Cota. Reconfigurable FPGA-based K-means/K-modes Architecture for Network Intrusion Detection. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v. 67, p. 1459-1463, 2020. DOI: http://dx.doi.org/10.1109/TCSII.2019.2939826