NengoLoihi

Examples

These examples show how to use NengoLoihi. They range from simple examples similar to the NengoCore examples, to complex examples classifying images using deep learning.

• Communication channel
• Integrator
• Multidimensional integrator
• Simple oscillator
• Nonlinear oscillator
• Neuron to neuron connections
• PES learning
• Keyword spotting
• MNIST convolutional network
• CIFAR-10 convolutional network
• Converting a Keras model to an SNN on Loihi
• Nonlinear adaptive control
• Legendre Memory Units on Loihi
• DVS from file

Requirements

• abr_control

• jupyter

• matplotlib

• nengo

• nengo-dl>=3.0

• nengo-loihi

• tensorflow>=2.5.1

License

Copyright (c) 2018-2022 Applied Brain Research

These examples are made available under a proprietary license that permits using, copying, sharing, and making derivative works for any non-commercial purpose, as long as the above copyright notice and this permission notice are included in all copies or substantial portions of the software.

If you would like to use these examples commercially, licenses can be purchased from Applied Brain Research. Please contact info@appliedbrainresearch.com for more information.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.