When Noise Is a Blessing and Not an Annoyance

Slides:



Advertisements
Similar presentations
Natural Visualization Steve Haroz & Kwan-Liu Ma University of California at Davis.
Advertisements

Chapter 3. Noise Husheng Li The University of Tennessee.
Contrast-Aware Halftoning Hua Li and David Mould April 22,
IEEE Transactions on Consumer Electronics, Vol. 45, No. 1, AUGUST 1999 Muhammad Bilal Ahmad and Tae-Sun Choi, Senior Member,IEEE.
Chapter 9: Color Vision. Overview of Questions How do we perceive 200 different colors with only three cones? What does someone who is “color-blind” see?
BZ boot camp1 BZ History and Overview of Chemical Oscillators at Brandeis Irv Epstein.
Stochastic Resonance:New Horizons in Physics & Engineering, Max Planck Institute for the Physics of Complex Systems, Dresden 4-7 October 2004 Andrzej Krawiecki,
Chemistry of Oscillating Color- Changing Reactions Andrew Aspaas and Levi Stanley Augustana College Advanced Inorganic Chemistry December 1, 2000.
BZ and the Turing Instability Tamas Bansagi BZ Boot Brandeis.
Photoreceptors.
Color perception Color is a sensation („The rays are not coloured“) Three types of cone photoreceptors transduce light into electrical signals These signals.
2.4. Chemical and Other Oscillators 1.Chemical Oscillators 2.The Beating Heart.
Introduction to Image Quality Assessment
Computer Vision Introduction to Image formats, reading and writing images, and image environments Image filtering.
Stochastic Resonance n Adding Noise to a signal can help in its detection. n Just the right amount of noise must be added (resonance) n SR in Nature –Periodic.
Color.
HELSINKI UNIVERSITY OF TECHNOLOGY LABORATORY OF COMPUTER AND INFORMATION SCIENCE NEURAL NETWORKS RESEACH CENTRE Variability of Independent Components.
Pattern Formation in Reaction-Diffusion Systems in Microemulsions Irving R. Epstein Brandeis University with thanks to Vladimir K. Vanag Lingfa Yang
Stochastic Resonance and its implications for the brain Jaeseung Jeong, Ph.D Department of Bio and Brain Engineering, KAIST.
Electromagnetic Spectrum
Natálie Friedová Belousov–Zhabotinsky Reaction.
The Visual System Dr. Kline FSU.
Nonlinear Dynamics in Mesoscopic Chemical Systems Zhonghuai Hou ( 侯中怀 ) Department of Chemical Physics Hefei National Lab of Physical Science at Microscale.
Extending Spatial Hot Spot Detection Techniques to Temporal Dimensions Sungsoon Hwang Department of Geography State University of New York at Buffalo DMGIS.
The primate visual systemHelmuth Radrich, The primate visual system 1.Structure of the eye 2.Neural responses to light 3.Brightness perception.
The Amazingly Fantastic BZ Oscillating Soup And its Connections to Life, the Universe and More.
Pellin Plasmonic Photocathodes Cherenkov Radiation Photocathode h  -> e- β = v p / c 1.Ag Particles 2.Ag Arrays 3.Ag Films.
Optical Trapping of Quantum Dots Based on Gap-Mode-Excitation of Localized Surface Plasmon J. Phys. Chem. Lett. 1, (2010) Ashida Lab. Shinichiro.
Light Introduction General Information. Light is a Wave Exactly as ocean waves, sound waves, slinky waves... Amplitude Wavelength Frequency Wave speed.
Photoluminescence and Photocurrent in a Blue LED Ben Stroup & Timothy Gfroerer, Davidson College, Davidson, NC Yong Zhang, University of North Carolina.
Interference & Diffraction Light Part 4. Interference Like other forms of wave energy, light waves also combine with each other Interference only occurs.
Biological Neural Network & Nonlinear Dynamics Biological Neural Network Similar Neural Network to Real Neural Networks Membrane Potential Potential of.
Or Spatiotemporal Stochastic Resonance in a Subexcitable Chemical System Sandor Kadar, Ph.D. & Carla Field When Noise Is a Blessing and Not an Annoyance.
ALLEGRO GWDAW-9, Annecy 16 December, Generating time domain strain data (h(t)) for the ALLEGRO resonant detector or calibration of ALLEGRO data.
The Nature of Light The Electromagnetic Spectrum.
Single Molecule Raman Detection with a Composite Microresonator and Metal Nanocavity System Xudong Fan (University of Missouri – Columbia) WGM field profile.
Dynamic of Networks at the Edge of Chaos
Spatiotemporal Networks in Addressable Excitable Media International Workshop on Bio-Inspired Complex Networks in Science and Technology Max Planck Institute.
Color Models Light property Color models.
General Principles: The senses as physical instruments
Human Computer Interaction Lecture 2 The Human
Our Color vision is Limited
Types of Energy Notes.
Transient Absorption (Courtesy of Kenneth Hanson, Florida University): The technique applied to molecular dynamics Source hn Sample Detector.
Date of download: 10/29/2017 Copyright © ASME. All rights reserved.
3) determine motion and sound perceptions.
1.
INPUT-OUTPUT CHANNELS
Given current computer technology, color is seldom NOT an option
Speed, Wavelength, Color And Human Perception
Sensory Pathways Functions of sensory pathways: sensory reception, transduction, transmission, and integration For example, stimulation of a stretch receptor.
Clustering and randomness
Noise in Imaging Technology
الاحتراق.
Starting a LEGO® Robotics Team
Senses System Douglas Todey.
Sensation and Perception
Stochastic Resonance Adding Noise to a signal can help in its detection. Just the right amount of noise must be added (resonance) SR in Nature Periodic.
Stochastic Resonance and its implications for the brain
IMAGE SAMPLING AND IMAGE QUANTIZATION 1. Introduction
Sapun H. Parekh, Young Jong Lee, Khaled A. Aamer, Marcus T. Cicerone 
Lecture 15: Data Cleaning for ML
Spectroscopy of Various Metals
In this presentation you will:
Volume 6, Issue 4, Pages e3 (April 2018)
Discrete or Continuous?
DIGITAL WATERMARKING OF AUDIO SIGNALS USING A PSYCHOACOUSTIC AUDITORY MODEL AND SPREAD SPECTRUM THEORY By: Ricardo A. Garcia University of Miami School.
Nervous System III Anatomy and Physiology
Remote Control System Contents: Basic remote control system
CHAPTER 3 SENSATION.
Presentation transcript:

When Noise Is a Blessing and Not an Annoyance Stochastic Resonance in a Spatially Extended Chemical System

What is Stochastic Resonance (SR)? SR is a mechanism through which a weak otherwise undetectable periodic signal becomes detectable What is Spatiotemporal Stochastic Resonance (STSR)? Spatial excitation patterns in an extended medium display resonance-type dependence on the noise-variance with the patterns being optimal at intermediate noise level

General introduction to SR Outline General introduction to SR Demonstration Examples The Chemical System – Belousov Zhabotinsky Reaction Demonstration Chemical reactions Mechanism (Oregonator Model) Simplified mechanism (Tyson-Fife scaling) Results STSR with colored noise – single wave STSR with white noise – single wave STSR with white noise – wave trains

Photosensitive Belousov-Zhabotinsky-reaction Components: NaBrO3 H2SO4 Malonic acid/Bromomalonic acid Ru(Bpy)32+ catalyst Key intermediates: HBrO2 Br- Activator Inhibitor Ru(Bpy)32+ Bromomalonic acid Br- l = 460 nm

Excitability Light intensity Photosensitive BZ-reaction Excitability Light intensity Steady state Excitable Oscillatory More light Less light

Periodic signal Threshold Noise + Signal Events: Fourier spectrum:

A little history Proposed explanation of the periodic recurrences of the Earth’s ice ages (1981) First experimental evidence: in a noise-driven electronic circuit (Schmitt trigger) Improved visual perception Crayfish mechanoreceptor (hair cell)

Improve visual perception Enrico Simonotto

Crayfish mechanoreceptor (hair cell)

 Tyson-Fife Scaling of the Oregonator Model (modified to account for photosensitivity) 

Belousov-Zhabotinsky Reaction

Excitability Light intensity Photosensitive BZ-reaction

Experimental Setup

low excitability - no wave support high excitability (dark) Excitability 255 100% noise low excitability - no wave support (bright) sub-excitable

Experimental Results Noise level = 0 Noise level = 30%

SNR as a function of cluster size

Numerical Results Noise level = 0 Noise level = 30% Noise level = 60%

Where to go? Refresh rate dependence Cluster size/shape/density dependence Truly white noise Time series for each cluster

Acknowledgement Jichang Wang Kenneth Showalter Eugene Mihaliuk