Tool to simulate Spiking Neural Networks
Project description
Nervos
A tool to simulate simple Spiking Neural Networks
Developed by Jaskirat Singh Maskeen, for the purpose of project course under Prof. Sandip Lashkare at IIT Gandhinagar
Installing
The simplest way is to install using pip.
pip install nervos
Features:
-
Fully customizable, you can modify neuron models, STDP rules etc.
-
Tracking weights and spikes, and plotting them.
-
Svae model state at every epoch.
Examples:
Stored at lib_examples.
-
Neuron Spiking
-
Iris
-
MNIST
-
Circles
Project poster
Will be updated soon
Paper
Will be updated soon
Feel free to fork and update.
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file nervos-0.0.4.tar.gz.
File metadata
- Download URL: nervos-0.0.4.tar.gz
- Upload date:
- Size: 31.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b35da757063750e8044c98fbc6b554f652e095c67ef723119530681935895b22
|
|
| MD5 |
d0610c26ac03f86adbcbce134af80927
|
|
| BLAKE2b-256 |
fa196ebe9f3bdd91585b5c4ae35cb5077dff7b1eff1e2d6cfde88d5b18df7210
|
File details
Details for the file nervos-0.0.4-py3-none-any.whl.
File metadata
- Download URL: nervos-0.0.4-py3-none-any.whl
- Upload date:
- Size: 36.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a16bdc3f23da4de52aed4e39766667a0f3987091b2056c47a7dd6574092db316
|
|
| MD5 |
858f7ef2cab480b24900746153c7d7e3
|
|
| BLAKE2b-256 |
570f1e1e273c72649a2ad1f0b752bf743338e8f432600f1f526b92c1c5262276
|
