# SPICENet Visualization — Neural Network Visualization

> Neural Network Visualization (iPhone/iPad app by Omar Ashour.)

- Source: https://appshunter.io/ios/app/spicenet-visualization/id6782333836 (this page in markdown: same URL + `.md`)
- Developer: [Omar Ashour](https://appshunter.io/developer/1896184197)
- Category: Education, Utilities
- Price: Free
- Age rating: 4+
- Requires: iOS 18.1 · 5 MB
- Languages: American English
- Released: 2026-06-24
- Data updated: 2026-07-26

## What is SPICENet Visualization?

SpiceNet is an educational and research-oriented simulation app for exploring SPICEnet, a self-organizing neural model for learning relationships between sensory inputs.

Run simulations from generated data or import your own CSV file, adjust network and data parameters, and inspect the results through scatter plots, line charts, histograms, tuning curves, and heatmaps.

The app also includes a theory section explaining the SPICEnet model and a benchmark tool for comparing standard Swift computation with Apple’s Accelerate framework.

Features:
- Run SPICEnet simulations from random data
- Import CSV files and select columns for analysis
- Adjust neurons, learning rate, initialization range, data count, transformation type, and chunk size
- Visualize simulation output with multiple chart types
- View explanatory SPICEnet theory content
- Run local performance benchmarks
- Export benchmark results as a PDF

All simulations and file processing run locally on the device.

Academic context:
SpiceNet was developed by Omar Ashour as part of a bachelor thesis under the supervision of Prof. Dr.-Ing. Cristian Axenie at Technische Hochschule Nürnberg Georg Simon Ohm.

## Is SPICENet Visualization safe?

Not enough ratings yet to assess SPICENet Visualization.

## Is SPICENet Visualization legit?

SPICENet Visualization has limited verification signals. The AppsHunter Legitimacy Score for SPICENet Visualization is 40 out of 100 points across 7 verification signals from App Store and developer data.


## Version history (last 1 release)

### 1.0 — 2026-06-24

No release notes.

---

*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-07-26.*