Operational flowchart for using Cardio PyMEA. حسب Christopher S. Dunham (12239618)

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algorithm حسب Rozeff Permana (14287665)

"…<p>List of software used, program code created and programs in text format, and python.…"

Optimization problem formulation and results. حسب Thomas Couppey (19118460)

Python Implementation of HSGAdviser Chatbot: AI model for Sustainable Education حسب Suha Assayed (22454038)

Tissue Forge Python deployment examples. حسب T. J. Sego (9904909)

Code program. حسب Honglei Pang (22693724)

Representative schematic of the geometric configuration used for a 120 electrode MEA. حسب Christopher S. Dunham (12239618)

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Benchmarked bandwidth. حسب Xuzhen He (14676114)

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Information of the tested CPU platforms. حسب Xuzhen He (14676114)

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Architecture of accelerated linear algebra (XLA) compiler. حسب Xuzhen He (14676114)

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Hardware parameters of optimal implementations. حسب Xuzhen He (14676114)

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Locality of reference in optimal implementations. حسب Xuzhen He (14676114)

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Maximal effective bandwidth of various vector operations. حسب Xuzhen He (14676114)

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Memory access pattern and bandwidth. حسب Xuzhen He (14676114)

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Optimal implementation of vector operations on the GPU platform (single precision; solid black line = benchmarked bandwidth; lines + symbols = effective bandwidth; black = COPY1D;... حسب Xuzhen He (14676114)

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Model for the maximal effective bandwidth of numerical models (lines = model prediction by Eq 12; symbols = measured maximal effective bandwidth; filled = f64; hollow = f32; black... حسب Xuzhen He (14676114)

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Array, neighbourhood and representation of neighbouring elements. حسب Xuzhen He (14676114)

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Optimal implementation of vector operations on the CPU platform (double precision; solid black line = benchmarked bandwidth; lines + symbols = effective bandwidth; black = COPY1D;... حسب Xuzhen He (14676114)

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Relative efficiency of XLA for element-wise operations (hollow = vector operations; filled = matrix operations; circles = f64; triangles = f32; black = PC CPU; red = PC GPU; blue =... حسب Xuzhen He (14676114)

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Fused operations (filled circles) vs. simple operations (hollow circles) and XLA (filled squares) vs. without XLA (hollow squares) (black = AXPY1D; red = XPXPY6_1D). حسب Xuzhen He (14676114)

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