Graduate Research School Available Projects Memristors for computing: from Basic Logic Design to Neuromorphic Learning Machines
Memristors for computing: from Basic Logic Design to Neuromorphic Learning Machines
- Future Students
- JCU Global Experience
- International Students
- Open Day
- How to apply
- Pathways to university
- Virtual Open Day
- Living on Campus
- Courses
- Publications
- Scholarships
- Parents and Partners
- JCU Heroes Programs
- Aboriginal and Torres Strait Islander in Marine Science
- Elite Athletes
- Defence
- Current Students
- New students
- JCU Orientation
- LearnJCU
- Placements
- CEE
- Unicare Centre and Unicampus Kids
- Graduation
- Off-Campus Students
- JCU Job Ready
- Safety and Wellbeing
- JCU Prizes
- Professional Experience Placement
- Employability Edge
- Art of Academic Writing
- Art of Academic Editing
- Careers and Employability
- Student Equity and Wellbeing
- Career Ready Plan
- Careers at JCU
- Partners and Community
- JCU-CSIRO Partnership
- Alumni
- About JCU
- Reputation and Experience
- Chancellery
- Governance
- Celebrating 50 Years
- Academy
- Indigenous Engagement
- Education Division
- Graduate Research School
- Research and Teaching
- Research Division
- Research and Innovation Services
- CASE
- College of Business, Law and Governance
- College of Healthcare Sciences
- College of Medicine and Dentistry
- College of Science and Engineering
- CPHMVS
- Anthropological Laboratory for Tropical Audiovisual Research (ALTAR)
- Anton Breinl Research Centre
- Agriculture Technology and Adoption Centre (AgTAC)
- Advanced Analytical Centre
- AMHHEC
- Aquaculture Solutions
- AusAsian Mental Health Research Group
- ARCSTA
- Area 61
- Lions Marine Research Trust
- Australian Tropical Herbarium
- Australian Quantum & Classical Transport Physics Group
- Boating and Diving
- Clinical Psychedelic Research Lab
- Centre for Tropical Biosecurity
- Centre for Tropical Bioinformatics and Molecular Biology
- CITBA
- CMT
- Centre for Disaster Solutions
- CSTFA
- Cyclone Testing Station
- The Centre for Disaster Studies
- Daintree Rainforest Observatory
- Fletcherview
- JCU Eduquarium
- JCU Turtle Health Research
- Language and Culture Research Centre
- MARF
- Orpheus
- TESS
- JCU Ideas Lab
- TARL
- eResearch
- Indigenous Education and Research Centre
- Estate
- Work Health and Safety
- Staff
- Discover Nature at JCU
- Cyber Security Hub
- Association of Australian University Secretaries
- Services and Resources Division
- Environmental Research Complex [ERC]
- Foundation for Australian Literary Studies
- Gender Equity Action and Research
- Give to JCU
- Indigenous Legal Needs Project
- Inherent Requirements
- IsoTropics Geochemistry Lab
- IT Services
- JCU Webinars
- JCU Events
- JCU Motorsports
- JCU Sport
- Library
- Mabo Decision: 30 years on
- Marine Geophysics Laboratory
- Office of the Vice Chancellor and President
- Outstanding Alumni
- Pharmacy Full Scope
- Planning for your future
- Policy
- PAHL
- Queensland Research Centre for Peripheral Vascular Disease
- Rapid Assessment Unit
- RDIM
- Researcher Development Portal
- Roderick Centre for Australian Literature and Creative Writing
- Contextual Science for Tropical Coastal Ecosystems
- State of the Tropics
- Strategic Procurement
- Student profiles
- SWIRLnet
- TREAD
- TropEco for Staff and Students
- TQ Maths Hub
- TUDLab
- VAVS Home
- WHOCC for Vector-borne & NTDs
- Media
- Copyright and Terms of Use
- Australian Institute of Tropical Health & Medicine
- Pay review
Title of Project
Memristors for computing: from Basic Logic Design to Neuromorphic Learning Machines
Advisor/s
Mostafa Rahimi Azghadi
College or Research Centre
College of Science & Engineering
Summary of Project
Memristors are promising nanoscale low-power resistors that have memory; They are shown to have various applications ranging from logic design to neuromorphic computing. This project is aimed at investigating various logic design methodologies using memristor and implementing a new memristive logic design family. It will also investigate the use of the newly designed logic family in implementing neuromorphic learning algorithms and machines. The project mainly involves software and hardware programming including computer simulations and implementations of memristive circuits. The application of this project is in developing low-power and high-performance learning machines, which surpass current conventional computers in terms of speed and power efficiency.
Key Words
memristors; neuromorphic learning; Resistive RAM; Spice Simulation; Cadence Simulation; engineering
Would suit an applicant who
Has an interest in hardware and software design of memristive systems.
Updated: 08 Apr 2020