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custom cnn  (Kaggle Inc)

 
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    Kaggle Inc custom cnn
    Custom Cnn, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/customized+cnn/cnn+custom/pmc12960684-141-4-13
    Average 86 stars, based on 1 article reviews
    custom cnn - by Bioz Stars, 2026-11
    86/100 stars

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    other:

    Article Title: RECENT DEVELOPMENTS IN THE DETECTION AND CLASSIFICATION OF LEUKEMIA - A COMPREHENSIVE EVALUATION OF DEEP LEARNING SOLUTIONS
    Article Snippet: Microscopic blood cell dataset Accuracy = 95.67%, Sensitivity= 96%, Specificity= 90% [45] Customized CNN, LIME This model used significantly fewer layers which reduces the memory requirements Performance may degrade if trained or deployed on low-quality or limited datasets Kaggle ALL dataset Accuracy = 99.32% [46] Enhanced YOLOv8, DWSCNN, RCBAM The model results in less inference time making it more powerful The fine-tuning process was done manually, which is time-consuming.



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    Vivado block design—CNN IP integration on the Zynq-7000 (Processing System + CNN accelerator via AXI Interconnect).

    Journal: Sensors (Basel, Switzerland)

    Article Title: Multi-Chaotic HEOA for Hardware-Aware Neural Architecture Search: Brain Tumor Classification on FPGA

    doi: 10.3390/s26092822

    Figure Lengend Snippet: Vivado block design—CNN IP integration on the Zynq-7000 (Processing System + CNN accelerator via AXI Interconnect).

    Article Snippet: The IP block generated by Vivado HLS was integrated into a complete system design on the Zynq-7000 platform using Vivado IP Integrator (Xilinx, San Jose, CA, USA). illustrates the system block design, comprising the Zynq-7000 Processing System (PS), the custom CNN IP ( brain_tumor_cnn_0 ), the AXI Interconnect, and the interrupt management module ensuring bidirectional communication between the ARM processor and the FPGA hardware accelerator.

    Techniques: Blocking Assay