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PRESENTED BY,
MANASVI PRASAD.
8th SEM IT.
Dept of IT
Dept of IT
CONTENTS
 Abstract
 Introduction
 What Is a Memristor?
 Modelling
 Applications:
I. Memory
II. Crossbar latches
III. Computational logic
IV. Neuromorphic Systems
 Future
 When Is It Coming??
 Conclusion
2
 When most people talk about electronics they may initially
think of devices such as cell phones , computers etc.
 Others, having some engineering background may think of
RESISTORS, CAPACITORS,INDUCTORS,TRANSISTORS.
 The arrangement of these fundamental circuit components
form the basis of all of the electronic devices to function that
we use in our everyday life.
 However a professor, Leon Chua noticed that the three
fundamental passive circuit elements should logically be joined
by a fourth element which he called as the MEMRISTOR.
ABSTRACT
Dept of IT 3
Dept of IT 4
 What if we could have a computer that requires no booting?
 The unique properties of memristors would allow future chips
to both store and process data in the same device.
 Memristors are used in design of both analog and digital
circuits.
INTRODUCTION
Dept of IT
 Is there any relation between
charge and flux?
5
What is MEMRISTOR?
 Resistor with memory.
 The device can not only store information but also can
remember the stored information.
 It is a two terminal passive element whose resistance
depends on the direction and the duration of time that
voltage has been applied.
 Characterized by MEMRISTANCE which is given by
V(t) = M(q(t))*I(t) with unit ohm (Ω) . Here,
Dept of IT 6
MODELLING
 HP’s realization defines the
memristor as a thin film of TiO2
sandwiched between two metal
contacts of platinum consisting of
two regions-an undoped and
doped region.
Dept of IT 7
-x
TiO2
undoped
+
-
TiO2-x
doped
-
Platinum electrode
Platinum electrode
2-3nm
1. A positive direction of voltage will
decrease the resistance of the
device and attempts to close the
switch.
2. A negative direction of voltage will
increase the resistance of the device
and attempts to open the switch.
3. When voltage is cut-off, the oxygen
vacancies remain in the same
position that they where in when
voltage went to zero. Hence the
resistance is retained.
Dept of IT 8
 Non-volatile memory is the dominant area being pursued for memristor
technology.
 When used within caches and main memory , it will make these memories
non volatile.
 Memristors can be used to make new types of system memory that can
remember information even after power is shut down.
 A potential replacement for the existing Flash memory such as the
memory cards,USB mass storage etc.
 The actual implementation of it includes replacing capacitors with
memristors.
MEMORY APPLICATIONS
Dept of IT 9
 Miniaturization of transistor on the integrated
circuits cannot go on forever . Transistors are
usually made of silicon, a non-metal.
 Memristors are made of metal, which is easier
to reduce to extremely small sizes.
 Solid-state memristors can be combined into
devices called crossbar latches, which could
replace transistors in future computers.
 Memristors can be integrated into functioning
circuits along with fewer transistors capable of
increasing the performance of the device.
 About 9-10 transistors can be replaced with a
single memristor.
CROSSBAR LATCHES AS TRANSISTOR
REPLACEMENTS
Dept of IT 10
This is an image of hardware in IC’S
embedded with memristors.
 Perform Logic within memory.
1.On the same die area more
computation and hence more logic can be
handled.
2.Beyond von Neumann architecture.
 Used to do digital logic using
implication.An example of this approach,
the IMPLY logic gate. Denoted by P Q.
COMPUTATIONAL LOGIC
Dept of IT
P Q
Rg
11
V1 v2
Image of memristors used to connect logic gates in
FPGA.
Dept of IT 12
 Use of Memristors in an FPGA or PLA, as configurable switches, connecting the
CMOS logic gates. This is called the HYBRID MEMRISTOR-CMOS circuits.
 This circuit has advantage of reduced area and increases the speed of the
computations.
SYNAPSES IN NEUROMORPHIC
SYSTEMS
 Neuron is a core component of the nervous
system.
 Synapses connect the different neurons.
 Memristors are the most suited devices to
represent synapses as electronic devices in
neuromorphic systems mimicking the way
human brain functions.
 This feature finds application in pattern
recognition and Neural Networks.
 Circuits based on an LC network and
memristors have been built. This circuit
subjected to train of pulses could actually
anticipate the next pulse to come.
Dept of IT 13
 Memristors + on chip photonic interconnects will improve
the overall computational throughput of a computer
system by two orders of magnitude per unit of power, far
outpacing what Moore's law and transistors can
accomplish.
Future of computer science building a better computer
architecture.
The possibilities are endless since the memristor provides
the gap to miniaturizing functional computer memory past
the physical limit .
 Future of computer science building a better computer
architecture that include the computations and storage.
 Memristors + on chip photonic interconnects will improve
the overall computational throughput of a computer system.
 The possibilities are endless since with memristors it is
possible to decide if you want some block to be memory, a
switching network, or logic.
 In addition,memcapacitors and meminductors will play an
important role for neuromorphic and bio inspired
computing.
FUTURE
Dept of IT 14
 Memristors made to replace flash memory will likely
appear first.
 Beyond that , memristors will likely replace both DRAM and
hard disks in the 2014-to-2016 time frame.
 For memristor based analog computers, that step may take
20-plus years.
WHEN IS IT COMING???
Dept of IT 15
CONCLUSION
 Thus the discovery of this new fundamental circuit element
has the potential to provide a variety of opportunities for
electronics.
 The building block of all computing devices could be about to
undergo a drastic change that would allow faster and more
efficient machines.
 It provides for more advanced chips.
 However , Memristor technology is still in its early stages and a
lot has to be done in order to manufacture systems that
embed them.
Dept of IT 16
Dept of IT 17
REFERENCES
 Memristors for memory,digital and neuromorphic systems circuits by dirar
homouz.
 Chua, L. O. Resistance switching memories are memristors. Appl. Phys.
A 102, 765–783(2011).
 Waser, R. & Aono, M. Nanoionics-based resistive switching memories. Nat.
Mater. 6,833–840.
 Valov, I., Waser, R., Jameson, J. R. & Kozicki, M. N. Electrochemical
metallization memories - fundamentals, applications,
prospects. Nanotechnology 22, 254003 (2011).
 Hertz, J., Krogh, A. & Palmer, R. G. Introduction to the Theory of Neural
Computation Perseus: Cambridge, MA, (1991).
 Saraju p.Mohanty,Memristor: From basics to deployment,IEEE Potentials.
 Memristors for digital,memory and neuromorphic systems,IEEE Network.
 Google advanced search.
 Finding the missing Memristor-R Stanley williams,mashpedia.
Dept of IT

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Presentation 3

  • 2. Dept of IT CONTENTS  Abstract  Introduction  What Is a Memristor?  Modelling  Applications: I. Memory II. Crossbar latches III. Computational logic IV. Neuromorphic Systems  Future  When Is It Coming??  Conclusion 2
  • 3.  When most people talk about electronics they may initially think of devices such as cell phones , computers etc.  Others, having some engineering background may think of RESISTORS, CAPACITORS,INDUCTORS,TRANSISTORS.  The arrangement of these fundamental circuit components form the basis of all of the electronic devices to function that we use in our everyday life.  However a professor, Leon Chua noticed that the three fundamental passive circuit elements should logically be joined by a fourth element which he called as the MEMRISTOR. ABSTRACT Dept of IT 3
  • 5.  What if we could have a computer that requires no booting?  The unique properties of memristors would allow future chips to both store and process data in the same device.  Memristors are used in design of both analog and digital circuits. INTRODUCTION Dept of IT  Is there any relation between charge and flux? 5
  • 6. What is MEMRISTOR?  Resistor with memory.  The device can not only store information but also can remember the stored information.  It is a two terminal passive element whose resistance depends on the direction and the duration of time that voltage has been applied.  Characterized by MEMRISTANCE which is given by V(t) = M(q(t))*I(t) with unit ohm (Ω) . Here, Dept of IT 6
  • 7. MODELLING  HP’s realization defines the memristor as a thin film of TiO2 sandwiched between two metal contacts of platinum consisting of two regions-an undoped and doped region. Dept of IT 7 -x TiO2 undoped + - TiO2-x doped - Platinum electrode Platinum electrode 2-3nm
  • 8. 1. A positive direction of voltage will decrease the resistance of the device and attempts to close the switch. 2. A negative direction of voltage will increase the resistance of the device and attempts to open the switch. 3. When voltage is cut-off, the oxygen vacancies remain in the same position that they where in when voltage went to zero. Hence the resistance is retained. Dept of IT 8
  • 9.  Non-volatile memory is the dominant area being pursued for memristor technology.  When used within caches and main memory , it will make these memories non volatile.  Memristors can be used to make new types of system memory that can remember information even after power is shut down.  A potential replacement for the existing Flash memory such as the memory cards,USB mass storage etc.  The actual implementation of it includes replacing capacitors with memristors. MEMORY APPLICATIONS Dept of IT 9
  • 10.  Miniaturization of transistor on the integrated circuits cannot go on forever . Transistors are usually made of silicon, a non-metal.  Memristors are made of metal, which is easier to reduce to extremely small sizes.  Solid-state memristors can be combined into devices called crossbar latches, which could replace transistors in future computers.  Memristors can be integrated into functioning circuits along with fewer transistors capable of increasing the performance of the device.  About 9-10 transistors can be replaced with a single memristor. CROSSBAR LATCHES AS TRANSISTOR REPLACEMENTS Dept of IT 10 This is an image of hardware in IC’S embedded with memristors.
  • 11.  Perform Logic within memory. 1.On the same die area more computation and hence more logic can be handled. 2.Beyond von Neumann architecture.  Used to do digital logic using implication.An example of this approach, the IMPLY logic gate. Denoted by P Q. COMPUTATIONAL LOGIC Dept of IT P Q Rg 11 V1 v2 Image of memristors used to connect logic gates in FPGA.
  • 12. Dept of IT 12  Use of Memristors in an FPGA or PLA, as configurable switches, connecting the CMOS logic gates. This is called the HYBRID MEMRISTOR-CMOS circuits.  This circuit has advantage of reduced area and increases the speed of the computations.
  • 13. SYNAPSES IN NEUROMORPHIC SYSTEMS  Neuron is a core component of the nervous system.  Synapses connect the different neurons.  Memristors are the most suited devices to represent synapses as electronic devices in neuromorphic systems mimicking the way human brain functions.  This feature finds application in pattern recognition and Neural Networks.  Circuits based on an LC network and memristors have been built. This circuit subjected to train of pulses could actually anticipate the next pulse to come. Dept of IT 13
  • 14.  Memristors + on chip photonic interconnects will improve the overall computational throughput of a computer system by two orders of magnitude per unit of power, far outpacing what Moore's law and transistors can accomplish. Future of computer science building a better computer architecture. The possibilities are endless since the memristor provides the gap to miniaturizing functional computer memory past the physical limit .  Future of computer science building a better computer architecture that include the computations and storage.  Memristors + on chip photonic interconnects will improve the overall computational throughput of a computer system.  The possibilities are endless since with memristors it is possible to decide if you want some block to be memory, a switching network, or logic.  In addition,memcapacitors and meminductors will play an important role for neuromorphic and bio inspired computing. FUTURE Dept of IT 14
  • 15.  Memristors made to replace flash memory will likely appear first.  Beyond that , memristors will likely replace both DRAM and hard disks in the 2014-to-2016 time frame.  For memristor based analog computers, that step may take 20-plus years. WHEN IS IT COMING??? Dept of IT 15
  • 16. CONCLUSION  Thus the discovery of this new fundamental circuit element has the potential to provide a variety of opportunities for electronics.  The building block of all computing devices could be about to undergo a drastic change that would allow faster and more efficient machines.  It provides for more advanced chips.  However , Memristor technology is still in its early stages and a lot has to be done in order to manufacture systems that embed them. Dept of IT 16
  • 17. Dept of IT 17 REFERENCES  Memristors for memory,digital and neuromorphic systems circuits by dirar homouz.  Chua, L. O. Resistance switching memories are memristors. Appl. Phys. A 102, 765–783(2011).  Waser, R. & Aono, M. Nanoionics-based resistive switching memories. Nat. Mater. 6,833–840.  Valov, I., Waser, R., Jameson, J. R. & Kozicki, M. N. Electrochemical metallization memories - fundamentals, applications, prospects. Nanotechnology 22, 254003 (2011).  Hertz, J., Krogh, A. & Palmer, R. G. Introduction to the Theory of Neural Computation Perseus: Cambridge, MA, (1991).  Saraju p.Mohanty,Memristor: From basics to deployment,IEEE Potentials.  Memristors for digital,memory and neuromorphic systems,IEEE Network.  Google advanced search.  Finding the missing Memristor-R Stanley williams,mashpedia.