Graduate Research SchoolNeuromorphic Algorithms and ComputationWestern Sydney University Unit Code: 800232.1
Discipline: ALGORITHMS
Student Contribution Band: 2
Level: 6
Credit Points: 10
Unit Enrolment Restrictions
Must be enrolled in 8124 Master of Applied Neuromorphic Engineering
About this Unit
Designing and implementing processing pipelines for event-based sensory data is a crucial skill for neuromorphic engineers to test novel hardware platforms or to develop new algorithms and learning mechanisms. This project-based unit focuses on principles of neuromorphic algorithm design and hardware-friendly neural architecture design for neuromorphic information processors. This unit consists of two streams of research: applied event-based algorithms and bio-inspired spiking networks. Through solving increasingly challenging tasks using distributed, event-based competitive processing elements, students will learn the differences between conventional and neuromorphic algorithm design, critically assessing real-world problems in a structured manner.
Courses| 8123.1 | Master of Neuromorphic Engineering | CURRENT |
| 8124.1 | Master of Applied Neuromorphic Engineering | CURRENT |
| 8125.1 | Graduate Diploma in Neuromorphic Engineering (exit only) | CURRENT |