QNN
Nov 21, 2014
QN
N
QN
N
Brain Computer Interface (BCI) QNN
A Direct brain-computer interface is a device that provide the brain
with new, non-muscular communication and control channel
Wolpaw et al.(2002)
Quantum Neural NetworkMohammed Saed Haj Ali Kinda Tarboush
QNN
• Main Titles : QNN
• Brain Computer Interface (BCI) :
- BCI ‘s Applications- How it’s work ?- Phases
• Recurrent Quantum Neural Network (RQNN):
- Quantum Computing- RQNN- Theoretical Concepts of the RQNN Model- RQNN Based Pre-Processing
BCI
Applications
QNN
- Device control :QNN
- Gaming and entertainment:
“Your brain might be your next videogame controller”
QNN
QN
N
BCI
How it’s work ?
QNN
The Electric Brain
QNNBCI
How it’s work ?
BCI Input and Output Sensory Input
• pre-processing• feature extraction• classification
• fundamental for an efficient BCI system :QNN
pre-processing Phase:
RQNN based pre processing
QNN
Quantum Computing QNN
Double Two Experience :
• Quantum Computing :QNN
• Quantum Computing properties :
Superposition Entanglement
QNN
• Quantum Neural Network:QNN
• Theoretical concepts of the RQNN model:QNN
Schrodinger Wave Equation:
• RQNN based pre processing :QNN
Gaussian Kernal Function :
The potential field :
filtered estimate :
update weights :
• Results :QNN
• Results :QNN
QN
N
Thank You for your attention
^_^!
QNN