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recurrent neural networks

The source data files and code files of the paper: optical chaos shift keying communication system via neural network-based signal reconstruction. The following data is included:

1. Source figure file in the paper;

2. Source code of the proposed scheme, include the simulation code for communication, secure analysis and parameter mismatch range.

3. The source Simulink module is included for time-delayed chaotic signal generation.

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Māori enterprises are pivotal to the economic and cultural prosperity of Aotearoa, yet predictive analysis of business outcomes tailored to these enterprises remains underexplored. This research examines the application of recurrent neural networks (RNNs) and transformer architectures to forecast key performance indicators (KPIs) for Māori small and medium-sized enterprises (SMEs).

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