https://github.com/andy-joy-25/case-studies-on-dl-optimization-algos
https://github.com/andy-joy-25/case-studies-on-dl-optimization-algos
Science Score: 10.0%
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Low similarity (2.8%) to scientific vocabulary
Last synced: 10 months ago
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Repository
Basic Info
- Host: GitHub
- Owner: andy-joy-25
- Language: MATLAB
- Default Branch: main
- Size: 24.4 KB
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- Stars: 0
- Watchers: 1
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- Open Issues: 0
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Created over 3 years ago
· Last pushed over 3 years ago
Metadata Files
Readme
README.md
Case-Studies-on-DL-Optimization-Algos
Organization
XOR Gate: Realisations of the XOR Gate
├── XOR_LF_1_Final.m ──> Via a Lyapunov Function (LF‑I) Based Learning Algorithm described here
├── XOR_grad_des_adaptive_lr.m ──> Via Gradient Descent with an Adaptive Learning Rate
DTDS_RTRL: Realisations of Discrete-Time Dynamic Systems (DTDSs) using
Recurrent Neural Networks (RNNs) trained using
the Real-Time Recurrent Learning Algorithm (RTRL)
├── DTDS-1.m ──> The 1st DTDS: 𝑦𝑘+1 = -0.5𝑦𝑘 - 𝑦𝑘−1 + 0.5𝑢𝑘
├── DTDS-2.m ──> The 2nd DTDS: 𝑦𝑘+1 = (𝑦𝑘/(1 + 𝑦2𝑘)) + 𝑢3𝑘
Owner
- Name: Anand Choudhary
- Login: andy-joy-25
- Kind: user
- Repositories: 2
- Profile: https://github.com/andy-joy-25