Comparison of PyNoetic’s functionality for BCI design with other existing state-of-the-art frameworks. حسب Gursimran Singh (575288)

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The obtained cost function values with respect to each run of different algorithms. حسب Davut Izci (15927452)

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PyNoetic’s online mode in action. Data is streamed from an Emotiv EPOC headset. حسب Gursimran Singh (575288)

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Performance of various deep learning models from PyNoetic’s classification module on the Motor Imagery decoding task. حسب Gursimran Singh (575288)

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Overview of functionality supported by PyNoetic and its various modules, including the live analysis and programmable flowchart. حسب Gursimran Singh (575288)

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Performance comparison of recent and effective algorithms for minimizing error-based cost functions. حسب Davut Izci (15927452)

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<b>Opti2Phase</b>: Python scripts for two-stage focal reducer حسب Morgan Najera (21540776)

"…</li></ul><p dir="ltr">The scripts rely on the following Python packages. Where available, repository links are provided:</p><ol><li><b>NumPy</b>, version 1.22.1</li><li><b>SciPy</b>, version 1.7.3</li><li><b>PyGAD</b>, version 3.0.1 — https://pygad.readthedocs.io/en/latest/#</li><li><b>bees-algorithm</b>, version 1.0.2 — https://pypi.org/project/bees-algorithm</li><li><b>KrakenOS</b>, version 1.0.0.19 — https://github.com/Garchupiter/Kraken-Optical-Simulator</li><li><b>matplotlib</b>, version 3.5.2</li></ol><p dir="ltr">All scripts are modular and organized to reflect the design stages described in the manuscript.…"

Algorithm parameter levels. حسب Peng Yao (448155)

"…Alternatively, the formulated objective functions often deviate from real-world scenarios. …"

Constructing the dynamical law. حسب Robert Marsland (8616483)

Cost function with VPLE. حسب Ijaz Ahmed (1545961)

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Cost function depending on the waiting time. حسب Ludovica Adacher (11238189)

Theoretical protection from mutations conferred by overlapping reading frames. حسب Antoine L. Decrulle (11540003)

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Visualization and balancing the cost function with the Pauli term. حسب Alexander Borst (32619)

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Parameter search fine-tuned through Differential Evolution algorithm. حسب Bolaji P. Eniwaye (12915339)

"…For each generation, 10 agents (parameter sets) with the highest cost function from the population of 30, were chosen for replacement. …"

Cost function of storage facility construction. حسب Qian Huang (127640)

Experimentally measured protection from mutations and expected resulting increase in circuit lifetime. حسب Antoine L. Decrulle (11540003)

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Comparative statistical performance of various algorithms in minimizing the <i>F</i> cost function. حسب Davut Izci (15927452)

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Cost function coefficients for all CHPs in MMGs. حسب Hamid Amini Khanavandi (19267750)

Comparison of convergence results of algorithms. حسب Wangang Cai (14599879)

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Algorithm running results comparison. حسب Wangang Cai (14599879)

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