FKgk / Evolvable-Neural-Units

Neural Unit based on Synaptic Level

Evolvable Neural Units (ENU)

Unofficial PyTorch Implementation of: Network of Evolvable Neural Units: Evolving to Learn at a Synaptic Level.

Results

Validation result on for Evolable Nueral Units:

Top 1 accuracy (%)	Paper	Here
Pending	Pending	Pending

• (2020.01.15) Working: Implementing Model Backward Processing

Dependencies

This code was tested on Python 3.6 with PyTorch 1.0.1. Other packages can be installed by:

pip install -r requirements.txt

Train Evolable Neural Units (ENU)

python ENU.py #pending

Validation

python ENU.py #pending

Main Update Log

• (2020.01.14) Update: First Update

Author

Kwangho Kim / @FKgk

References

Network of Evolvable Neural Units: Evolving to Learn at a Synaptic Level by Paul Bertens, Seong-Whan Lee

License

CRAPL v0 BETA 1