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Memristor
Arpan Deyasi
RCCIIT, Kolkata
30-06-2021 Arpan Deyasi, India 1
What is Memristor?
Two terminal passive electrical component
Memorize the charge flow by changing resistance
Memristor = Memory + Resistor
30-06-2021 Arpan Deyasi, India 2
What is Memristor?
It is a semiconductor where resistance varies as a function of flux and charge
This allows it to remember what has allows to pass through it
Retain the resistance level even after switch off the power
30-06-2021 Arpan Deyasi, India 3
Relationship between fundamental physical parameters
Voltage Current
Charge Flux
Capacitor
Inductor
v iR
=
q Cv
= Li
 =
d
v
dt

= dq
i
dt
=
?
?
Mq
 =
Resistor
Memristor
30-06-2021 Arpan Deyasi, India 4
What is Memristance?
Charge-dependent resistance
( ) ( ) ( )
V t M q I t
=
where
( ) M
d
M q
dq

=
30-06-2021 Arpan Deyasi, India 5
Relationships
Mq
 =
d dq
M
dt dt

=
v Mi
=
2
P Mi
=
30-06-2021 Arpan Deyasi, India 6
Working
Principle
Contact
2
Contact
1
TiO2
(doped)
TiO2
(undoped)
Contact
2
Contact
1
TiO2
(doped)
TiO2
(undoped)
Contact
2
Contact
1
TiO2
(doped)
TiO2
(undoped)
30-06-2021 Arpan Deyasi, India 7
Titanium Dioxide Memristor is a solid state device that uses nano scale thin-films
to produce a Memristor.
Working Principle
The device consists of a thin titanium dioxide film (50nm) in between two
electrodes (5nm) one Titanium and the other Platinum.
Initially, there are two layers to the titanium dioxide film, one of which has a
slight depletion of oxygen atoms.
30-06-2021 Arpan Deyasi, India 8
When an electric field is applied, the oxygen vacancies drift, changing the
boundary between the high-resistance and low-resistance layers.
Thus the resistance of the film as a whole is dependent on how much charge
has been passed through it in a particular direction, which is reversible by
Changing the direction of current.
Working Principle
The oxygen vacancies act as charge carriers and this implies that the depleted
layer has a much lower resistance than the no depleted layer.
30-06-2021 Arpan Deyasi, India 9
Hysteresis Effect
Consider one TiO2 semiconductor
with one side doped
Therefore application of bias will
push the carriers from doped to
undoped region, causes lowering
of resistance
Bias in reverse direction again
increases the resistance
V
I
30-06-2021 Arpan Deyasi, India 10
Characteristics of Memristor
Combination of hard-disk and RAM
Eliminates delay
Speed is inversely proportional to size
Non-volatile memory
Analog data storage possible
30-06-2021 Arpan Deyasi, India 11
Characteristics of Memristor
Uses anything between ‘0’ and ‘1’
Compatible with CMOS interfaces
Faster than flash memory
Larger packing density
Less power consumption
30-06-2021 Arpan Deyasi, India 12
Today, most computers use random access memory (RAM), which
moves very quickly as a user works but does not retain unsaved
data if power is lost.
Why Memristor?
Flash drives, on the other hand, store information when they are
not powered but work much slower.
Memristors could provide a memory that is the best of both
worlds: fast and reliable.
30-06-2021 Arpan Deyasi, India 13
• Spintronic Memristor
• Spin Torque Transfer Magneto resistance
• Titanium dioxide memristor
• Polymeric memristor
• Spin memristive systems
• Magnetite memristive systems
• Resonant tunnelling diode memristor
Types of Memristor
30-06-2021 Arpan Deyasi, India 14
Advantages of Memristor
Comparable quicker boot-up
Less power dissipation
Eliminates the need to write computer programs that replicate
small parts of brain
Better information storage owing to higher packing density
Insignificant power consumption at idle conditions as it is
non-volatile memory
Greater reliability and resiliency when power is interrupted at data centers
30-06-2021 Arpan Deyasi, India 15
Applications of Memristor
Analog Computations
Programmable logic and signal processing
Circuits with mimic neuromorphic and biological systems
Artificial intelligence
30-06-2021 Arpan Deyasi, India 16

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Memristor

  • 2. What is Memristor? Two terminal passive electrical component Memorize the charge flow by changing resistance Memristor = Memory + Resistor 30-06-2021 Arpan Deyasi, India 2
  • 3. What is Memristor? It is a semiconductor where resistance varies as a function of flux and charge This allows it to remember what has allows to pass through it Retain the resistance level even after switch off the power 30-06-2021 Arpan Deyasi, India 3
  • 4. Relationship between fundamental physical parameters Voltage Current Charge Flux Capacitor Inductor v iR = q Cv = Li  = d v dt  = dq i dt = ? ? Mq  = Resistor Memristor 30-06-2021 Arpan Deyasi, India 4
  • 5. What is Memristance? Charge-dependent resistance ( ) ( ) ( ) V t M q I t = where ( ) M d M q dq  = 30-06-2021 Arpan Deyasi, India 5
  • 6. Relationships Mq  = d dq M dt dt  = v Mi = 2 P Mi = 30-06-2021 Arpan Deyasi, India 6
  • 8. Titanium Dioxide Memristor is a solid state device that uses nano scale thin-films to produce a Memristor. Working Principle The device consists of a thin titanium dioxide film (50nm) in between two electrodes (5nm) one Titanium and the other Platinum. Initially, there are two layers to the titanium dioxide film, one of which has a slight depletion of oxygen atoms. 30-06-2021 Arpan Deyasi, India 8
  • 9. When an electric field is applied, the oxygen vacancies drift, changing the boundary between the high-resistance and low-resistance layers. Thus the resistance of the film as a whole is dependent on how much charge has been passed through it in a particular direction, which is reversible by Changing the direction of current. Working Principle The oxygen vacancies act as charge carriers and this implies that the depleted layer has a much lower resistance than the no depleted layer. 30-06-2021 Arpan Deyasi, India 9
  • 10. Hysteresis Effect Consider one TiO2 semiconductor with one side doped Therefore application of bias will push the carriers from doped to undoped region, causes lowering of resistance Bias in reverse direction again increases the resistance V I 30-06-2021 Arpan Deyasi, India 10
  • 11. Characteristics of Memristor Combination of hard-disk and RAM Eliminates delay Speed is inversely proportional to size Non-volatile memory Analog data storage possible 30-06-2021 Arpan Deyasi, India 11
  • 12. Characteristics of Memristor Uses anything between ‘0’ and ‘1’ Compatible with CMOS interfaces Faster than flash memory Larger packing density Less power consumption 30-06-2021 Arpan Deyasi, India 12
  • 13. Today, most computers use random access memory (RAM), which moves very quickly as a user works but does not retain unsaved data if power is lost. Why Memristor? Flash drives, on the other hand, store information when they are not powered but work much slower. Memristors could provide a memory that is the best of both worlds: fast and reliable. 30-06-2021 Arpan Deyasi, India 13
  • 14. • Spintronic Memristor • Spin Torque Transfer Magneto resistance • Titanium dioxide memristor • Polymeric memristor • Spin memristive systems • Magnetite memristive systems • Resonant tunnelling diode memristor Types of Memristor 30-06-2021 Arpan Deyasi, India 14
  • 15. Advantages of Memristor Comparable quicker boot-up Less power dissipation Eliminates the need to write computer programs that replicate small parts of brain Better information storage owing to higher packing density Insignificant power consumption at idle conditions as it is non-volatile memory Greater reliability and resiliency when power is interrupted at data centers 30-06-2021 Arpan Deyasi, India 15
  • 16. Applications of Memristor Analog Computations Programmable logic and signal processing Circuits with mimic neuromorphic and biological systems Artificial intelligence 30-06-2021 Arpan Deyasi, India 16