Changes between Version 15 and Version 16 of Other/Summer/2024/ml5G


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Timestamp:
Jul 22, 2024, 3:07:29 PM (4 months ago)
Author:
chrisbovolis
Comment:

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  • Other/Summer/2024/ml5G

    v15 v16  
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    2 **Week 1 (5/28 - 5/30)**
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     5== Week 1 (5/28 - 5/30)
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    47We installed and familiarized ourselves with GNU Radio. \\
     
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    20 **Week 2 (6/03 - 6/06)**
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     24== Week 2 (6/03 - 6/06)
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    2226We delved into the context of HyPhyLearn and conducted an in-depth exploration of Domain Adversarial Neural Networks (DANN). \\
     
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    39 **Week 3 (6/03 - 6/06)**
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     44== Week 3 (6/03 - 6/06)
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    4146We explored the TensorFlow implementation of the HyPhyLearn model, which classifies 2D Gaussian datasets. \\
     
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    59 **Week 4 (6/17 - 6/20)**
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     65== Week 4 (6/17 - 6/20)
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    6167Designed an SNR implementation for a generic FM transmitter. \\
     
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    93 **Week 5 (6/24 - 6/27)**
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     100== Week 5 (6/24 - 6/27)
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    116123\\
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    118 **Week 6 (7/1 - 7/3)**
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     126== Week 6 (7/1 - 7/3)
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    120128Tested the automation process on the ORBIT Sandbox 2. Collected about 1000 measurements and then created a simple neural network that computes the transmitter's gain based on the receiver's FFT measurements, in order to test the data saving and data loading mechanisms.
     
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     140== Week 7 (7/8 - 7/11)
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     142== Week 8 (7/15 - 7/18)
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     144== Week 9 (7/22 - 7/25)
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     146== Week 10 (7/29 - 8/1)
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