Intro to Neuromorphic Engineering

Welcome to ECE495 - Intro to Neuromorphic Engineering!

You can download your syllabus here or find it on our Teams page.

This page contains the Jupyter notebooks you’ll need for class lectures and labs. You will need to download these files and move them into the same folder as your virtual environment.

Some of these files will be changed throughout the semester. It’s recommended you download as we go into a folder containing your virtual environment.

Setup

• ECE 495 Setup Instructions
• Lab 0: Virtual Environment Setup

In-class Tutorials

• Nengo Neurons: Representation
• Nengo Neurons: Transformation
• Nengo Neurons: Dynamics
• Algorithms in Nengo: Path Planning
• Algorithms in Nengo: Spiking data
• Algorithms in Nengo: Advanced Examples

Lab Assignments

• Lab 1: Deep Neural Networks
• Lab 2: Spiking Neural Networks using NengoDL
• Lab 3: Neuron Basics using Nengo
• Lab 4: Navigation Dynamics using Nengo
• Lab 5: Bubble Sort using Nengo Neurons
• Lab 6: Krichmar Path Planning using Nengo Neurons
• Lab7: Spiking data processed by Nengo Neurons
• Lab 8: Advanced Neuron Functionality

Final Project

• Final Project: Template

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