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Presented By:
Debasish Aditya Narayan Pradhan-2201020197
Amit Kumar Bihari -2201020180
Gaurav Kumar -2201020200
K.Swaroop Kumar -2201020206
Rishav kumar -2201020222
CONTENTS
 INTRODUCTION
 FEATURES
 WORKING
 OPERATION
 APPLICATIONS
 BENEFITS
 CONCLUSION
 REFERENCES
3/27/2014 2
Dept. of E & C, SCEM
Introduction
Dept. of E & C, SCEM 3/27/2014 3
 Every person with a basic knowledge of electronics would
be familiar with the three fundamental circuit elements —
RESISTOR
CAPACITOR
INDUCTOR
These three elements are defined by the relation between
two of the four fundamental circuit variables — current,
voltage, charge and flux.
 But, Leon Chua discovered a fourth fundamental circuit
element which he named as
MEMRISTOR [MEMORY + RESISTOR]
What is a MEMRISTOR
Dept. of E & C, SCEM 3/27/2014 4
Memristor is really a MEMory ResISTOR
Memristor can be defined as a two terminal device
which shows the relation between magnetic flux and
charge
Contd..
Dept. of E & C, SCEM 3/27/2014 5
A Memristor is a semiconductor whose resistance varies
as a function of flux and charge. This allows it to
“remember” what has passed through the circuit.
 Characterized by Memristance.
The flux between the two terminals is a function of the
amount of electric charge q that has passed through the
device .
Ø=f(q)
Features of Memristor
Dept. of E & C, SCEM 3/27/2014 6
•Retain its resistance level even after power had
been shut down.
•Remember (or recall) the last resistance it had,
before being shut off.
•“Remember” how much current has pass through it.
•Microscopic image shows 17 memristors sandwiched between
a single bottom wire that makes contact with one side of the
device and a top wire that contacts the opposite side.
•The devices act as ‘memory resistors’
Dept. of E & C, SCEM 3/27/2014 7
Physical analogy for a memristor
Dept. of E & C, SCEM 3/27/2014 8
•Resistor is analogous to a pipe of fixed diameter
through which water is flowing.
•Water(charge q), input pressure(voltage V), rate of
flow of water(current I).
•Resistance depends on diameter.
•Memristor is analogous to a special kind of pipe
that expands or shrinks when water flows through
it.
•If water pressure is turned off, pipe will retain its
most recent diameter, until water is turned back on.
Dept. of E & C, SCEM 3/27/2014 9
Memristor Pipe
Charge Water
Conductance Cross sectional area
Potential Pressure
When water flows
in opposite
direction the
diameter decreases
(resistance
increases)
When water flows
in one direction
the diameter
increases
(resistance
decreases)
• The pipe is directive in nature.
Dept. of E & C, SCEM 3/27/2014 10
Memristor and Resistor
Dept. of E & C, SCEM 3/27/2014 11
•The way resistor has resistance, memristor has
memristance.
•Same unit -ohm.
•Memristor can be switched to different states.
•Memristor has non linear V-I plot.
Current Voltage characteristics of Resistor and
Memristor
Dept. of E & C, SCEM 3/27/2014 12
Physics of the Device
=
V(t)=M(q(t))I(t)
Dept. of E & C, SCEM 3/27/2014 13
Relation between charge, current, voltage and
magnetic flux to one another
Dept. of E & C, SCEM 3/27/2014 14
Symmetry of Relationships
Φ=Mq
Memristors
Voltage(V) Current(I)
Charge(q) Flux (Φ)
Φ = Li
v=dΦ/dt i=dq/dt
Resistors
v=Ri
q=Cv
Dept. of E & C, SCEM 3/27/2014 15
In 2008 experimental solid state version was reported by R. Stanley
Williams of Hewlett Packard (HP)
Dept. of E & C, SCEM 3/27/2014 16
Leon Chua
R. Stanley Williams
Appearance of Memristor
Dept. of E & C, SCEM 3/27/2014 17
Crossbar architecture and magnified memristive switch having
platinum electrodes and 2 layers of TiO2
Memristor Operation
Dept. of E & C, SCEM 3/27/2014 18
(a) TiO2-x layer having oxygen deficiencies over insulating TiO2 layer.
(b) Positive voltage applied to top layer repels oxygen deficiencies in to
the insulating TiO2 layer below.
(c) Negative voltage on the switch attracts the positively charged oxygen
bubbles pulling them out of the TiO2.
PT TiOv(2-x) PT
TiO2
3
nm
Oxidized
Reduced
2 nm
(-)ve (+)ve
• Applied voltage makes the oxygen vacancies (+ve)
to shift towards the –ve voltage.
Dept. of E & C, SCEM 3/27/2014 19
Working
• Shift between the layers is permanent in nature.
• It exist even after the voltage has been removed.
• Causes the permanent change in resistance.
• R(TiO2-x) < R(TiO2)
• When w=D, R =RON =Lo
& when w=0, R=ROFF=Hi
w
gh
Contd..
Dept. of E & C, SCEM 3/27/2014 20
• No need of expensive retooling.
• Nanoimprint lithography.
Dept. of E & C, SCEM 3/27/2014 21
Manufacturing
Dept. of E & C, SCEM 3/27/2014 22
MEMRISTORS IN
MACHINE LEARNING
Memristors have shown promise in the field of
machine learning due to their potential for high-
density and energy-efficient memory and
processing .
They can be used in neuromorphic computing
to mimic the synaptic of biological neurons ,
enabling more efficient and brain-like processing.
Research is ongoing , and memristors could
play a significant role in future machine learning
hardware.
Applications
Dept. of E & C, SCEM 3/27/2014 24
• As a switch.
• As a non volatile memory.
• Booting free computers.
• Can perform logic operations.
• In artificial neural networks.
Benefits
Dept. of E & C, SCEM 3/27/2014 25
• Would allow for a quicker boot up since information is
not lost when the device is turned off.
• Hard Disk + RAM = MEMRISTOR.
• Uses less energy and produces less heat.
•As non-volatile memory, memristors do not consume
power when idle.
• Density allows for more information to be stored.
Conclusion
Dept. of E & C, SCEM 3/27/2014 26
•It is sure that Memristor is going to
revolutionaries in the 21st century as radically as
the transistor in the 20th century.
•But Memristor will have to wait a few years like
transistor which had to wait almost a decade after
it’s invention for its popular applications.
References
Dept. of E & C, SCEM 3/27/2014 27
1) Memristor resistance modulation for analog applications, Tsung
Wen Lee and Janice H Nickel IEEE, electron device letters, vol
33,oct2012.
2) Memristor applications for programmable analog ICs, Sangho Shin
and Kyungmin Kim, IEEE transactions on Nanotechnology, vol
10,2011.
3) Compact models for memristor based on charge flux constitutive
relationships, IEEE, 2010 IEEE Spectrum: The Mysterious Memristor
By Sally Adee.
Dept. of E & C, SCEM 3/27/2014 28
Dept. of E & C, SCEM 3/27/2014 29

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experiential learning of scld.pptx

  • 1. Presented By: Debasish Aditya Narayan Pradhan-2201020197 Amit Kumar Bihari -2201020180 Gaurav Kumar -2201020200 K.Swaroop Kumar -2201020206 Rishav kumar -2201020222
  • 2. CONTENTS  INTRODUCTION  FEATURES  WORKING  OPERATION  APPLICATIONS  BENEFITS  CONCLUSION  REFERENCES 3/27/2014 2 Dept. of E & C, SCEM
  • 3. Introduction Dept. of E & C, SCEM 3/27/2014 3  Every person with a basic knowledge of electronics would be familiar with the three fundamental circuit elements — RESISTOR CAPACITOR INDUCTOR These three elements are defined by the relation between two of the four fundamental circuit variables — current, voltage, charge and flux.  But, Leon Chua discovered a fourth fundamental circuit element which he named as MEMRISTOR [MEMORY + RESISTOR]
  • 4. What is a MEMRISTOR Dept. of E & C, SCEM 3/27/2014 4 Memristor is really a MEMory ResISTOR Memristor can be defined as a two terminal device which shows the relation between magnetic flux and charge
  • 5. Contd.. Dept. of E & C, SCEM 3/27/2014 5 A Memristor is a semiconductor whose resistance varies as a function of flux and charge. This allows it to “remember” what has passed through the circuit.  Characterized by Memristance. The flux between the two terminals is a function of the amount of electric charge q that has passed through the device . Ø=f(q)
  • 6. Features of Memristor Dept. of E & C, SCEM 3/27/2014 6 •Retain its resistance level even after power had been shut down. •Remember (or recall) the last resistance it had, before being shut off. •“Remember” how much current has pass through it.
  • 7. •Microscopic image shows 17 memristors sandwiched between a single bottom wire that makes contact with one side of the device and a top wire that contacts the opposite side. •The devices act as ‘memory resistors’ Dept. of E & C, SCEM 3/27/2014 7
  • 8. Physical analogy for a memristor Dept. of E & C, SCEM 3/27/2014 8 •Resistor is analogous to a pipe of fixed diameter through which water is flowing. •Water(charge q), input pressure(voltage V), rate of flow of water(current I). •Resistance depends on diameter. •Memristor is analogous to a special kind of pipe that expands or shrinks when water flows through it.
  • 9. •If water pressure is turned off, pipe will retain its most recent diameter, until water is turned back on. Dept. of E & C, SCEM 3/27/2014 9
  • 10. Memristor Pipe Charge Water Conductance Cross sectional area Potential Pressure When water flows in opposite direction the diameter decreases (resistance increases) When water flows in one direction the diameter increases (resistance decreases) • The pipe is directive in nature. Dept. of E & C, SCEM 3/27/2014 10
  • 11. Memristor and Resistor Dept. of E & C, SCEM 3/27/2014 11 •The way resistor has resistance, memristor has memristance. •Same unit -ohm. •Memristor can be switched to different states. •Memristor has non linear V-I plot.
  • 12. Current Voltage characteristics of Resistor and Memristor Dept. of E & C, SCEM 3/27/2014 12
  • 13. Physics of the Device = V(t)=M(q(t))I(t) Dept. of E & C, SCEM 3/27/2014 13
  • 14. Relation between charge, current, voltage and magnetic flux to one another Dept. of E & C, SCEM 3/27/2014 14
  • 15. Symmetry of Relationships Φ=Mq Memristors Voltage(V) Current(I) Charge(q) Flux (Φ) Φ = Li v=dΦ/dt i=dq/dt Resistors v=Ri q=Cv Dept. of E & C, SCEM 3/27/2014 15
  • 16. In 2008 experimental solid state version was reported by R. Stanley Williams of Hewlett Packard (HP) Dept. of E & C, SCEM 3/27/2014 16 Leon Chua R. Stanley Williams
  • 17. Appearance of Memristor Dept. of E & C, SCEM 3/27/2014 17 Crossbar architecture and magnified memristive switch having platinum electrodes and 2 layers of TiO2
  • 18. Memristor Operation Dept. of E & C, SCEM 3/27/2014 18 (a) TiO2-x layer having oxygen deficiencies over insulating TiO2 layer. (b) Positive voltage applied to top layer repels oxygen deficiencies in to the insulating TiO2 layer below. (c) Negative voltage on the switch attracts the positively charged oxygen bubbles pulling them out of the TiO2.
  • 19. PT TiOv(2-x) PT TiO2 3 nm Oxidized Reduced 2 nm (-)ve (+)ve • Applied voltage makes the oxygen vacancies (+ve) to shift towards the –ve voltage. Dept. of E & C, SCEM 3/27/2014 19 Working
  • 20. • Shift between the layers is permanent in nature. • It exist even after the voltage has been removed. • Causes the permanent change in resistance. • R(TiO2-x) < R(TiO2) • When w=D, R =RON =Lo & when w=0, R=ROFF=Hi w gh Contd.. Dept. of E & C, SCEM 3/27/2014 20
  • 21. • No need of expensive retooling. • Nanoimprint lithography. Dept. of E & C, SCEM 3/27/2014 21 Manufacturing
  • 22. Dept. of E & C, SCEM 3/27/2014 22
  • 23. MEMRISTORS IN MACHINE LEARNING Memristors have shown promise in the field of machine learning due to their potential for high- density and energy-efficient memory and processing . They can be used in neuromorphic computing to mimic the synaptic of biological neurons , enabling more efficient and brain-like processing. Research is ongoing , and memristors could play a significant role in future machine learning hardware.
  • 24. Applications Dept. of E & C, SCEM 3/27/2014 24 • As a switch. • As a non volatile memory. • Booting free computers. • Can perform logic operations. • In artificial neural networks.
  • 25. Benefits Dept. of E & C, SCEM 3/27/2014 25 • Would allow for a quicker boot up since information is not lost when the device is turned off. • Hard Disk + RAM = MEMRISTOR. • Uses less energy and produces less heat. •As non-volatile memory, memristors do not consume power when idle. • Density allows for more information to be stored.
  • 26. Conclusion Dept. of E & C, SCEM 3/27/2014 26 •It is sure that Memristor is going to revolutionaries in the 21st century as radically as the transistor in the 20th century. •But Memristor will have to wait a few years like transistor which had to wait almost a decade after it’s invention for its popular applications.
  • 27. References Dept. of E & C, SCEM 3/27/2014 27 1) Memristor resistance modulation for analog applications, Tsung Wen Lee and Janice H Nickel IEEE, electron device letters, vol 33,oct2012. 2) Memristor applications for programmable analog ICs, Sangho Shin and Kyungmin Kim, IEEE transactions on Nanotechnology, vol 10,2011. 3) Compact models for memristor based on charge flux constitutive relationships, IEEE, 2010 IEEE Spectrum: The Mysterious Memristor By Sally Adee.
  • 28. Dept. of E & C, SCEM 3/27/2014 28
  • 29. Dept. of E & C, SCEM 3/27/2014 29