ESN Regression Studio

⚙️ Configuration

Reservoir Size

Neurons in reservoir

Spectral Radius

Memory length control

Leak Rate

Temporal smoothing

Input Scale

Input scaling factor

Bias Scale

Bias scaling

Reservoir Sparsity

Zero connections ratio

Input Sparsity

Input sparsity ratio

Activation Function

Activation function

📤 Upload Dataset

📁

Drop JSON file here or tap to browse

Accepts .json files

Or paste JSON data:

{
  "coordinates": [
    [1.0, 2.0, 3.0],
    [1.1, 2.1, 3.1],
    [1.2, 2.2, 3.2]
  ]
}

💾 Save & Load

Save Model

Load Model

📤

Tap to upload model file

No saved models

💡 Random Test

Seed

Dimensions

Time Steps

Noise

Outliers Rate

Difficulty

📋 Data Table

ESN Studio

Create a Model to Begin

Menu

📁 Model

📂 Data

🧪 Test

⚙️ Advanced