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The Mythology of the Memristor 
Blaise Mouttet 
George Mason University 
ISCAS 2010
Myth #1 
The memristor is the 
“4th fundamental circuit 
element”
Memristor Reductio Ad Absurdum 
q, i 
f, v 
4 relationships 
q, i, di/dt 
f, v, dv/dt 
9 relationships 
q, i, di/dt, d2i/dt2 
f, v, dv/dt, d2v/dt2 
16 relationships
Memristor/Resistor are both special cases of the same system 
v = R(w) i 
dw/dt = 0 (linear resistor) 
dw/dt = i (memristor) 
dw/dt = di/dt (non-linear resistor)
Memristive System(1976): 
v = R(w,i,t) i 
dw/dt = fR(w,i,t) 
Meminductive System(2009): 
j = L(w,i,t) i 
dw/dt = fL(w,i,t) 
Memcapacitive System(2009): 
q = C(w,v,t) v 
dw/dt = fC(w,v,t) 
M. DiVentra, Y. V. Pershin, L.O. Chua, “Putting Memory into Circuit Elements: Memristors, 
Memcapacitors, and Meminductors,” Proceedings of the IEEE, vol 97, iss.8, (2009) 
Are mem-capacitor and mem-inductor the 5th and 6th “fundamental” circuit elements?
Myth#2 
HPLabs “found” the “missing” memristor.
Bernard Widrow’s ADALINE circuit 
(1960) 
ai = memistors 
(ADALINE = adaptive linear neuron)
Bernard Widrow’s memistor = 3-terminal memristor 
“Like the transistor, the memistor is a 3- terminal element. The conductance between two of the terminals is controlled by the time integral of the current in the third, rather than its instantaneous value as in the transistor.” 
-Widrow et al.1 (1961) 
1Widrow et al., “Birth, Life, and Death in Microelectronic Systems,” Office of Naval 
Research Technical Report 1552-2/1851-1, May 30,1961
Additional Memistor References 
•A.O.Bondar et al., “Simulation of the plasticity of synapses using memistors,” Sov. Automat. Contr., n.6, p47-51, 1968. 
•S.Thakoor et al., “Solid-state thin-film memistor for electronic neural networks,” Journal of Applied Physics, v.67, n.6, 1990. 
•G.Shen et al., “Fabrication and performance of solid- state thin-film memistor,” Vacuum Science and Technology, v.18,n.8, 1998.
Samsung (not HP) holds basic U.S. patent for TiO2-x/TiO2 resistance memory1 
1Genrikh et al., “Electrode structure having at least two oxide layers and non-volatile 
memory device having the same,” US Patent 7,417,271, priority Feb 27, 2006 
US Patent 7,417,271 (Fig. 4), 
Priority Feb. 27, 2006
Claim 1- 
An electrode structure, comprising: 
a lower electrode; 
a first oxide layer formed on the lower electrode, 
wherein the first oxide layer is formed of an oxide having 
a variable oxidation state; 
a second oxide layer formed on the first oxide layer; and 
an upper electrode formed on the second oxide layer, 
wherein at least one of the first and second oxide layers 
are formed of a resistance-varying material. 
1Genrikh et al., “Electrode structure having at least two oxide layers and non-volatile 
memory device having the same,” US Patent 7,417,271, priority Feb 27, 2006 
Samsung (not HP) holds basic U.S. patent for TiO2-x/TiO2 resistance memory1
HP’s “memristor” is not actually a true memristor! 
1M.D. Pickett et al., “Switching dynamics in titanium dioxide memristive devices,” Journal of Applied Physics, 106, 074508, (2009) 
Mathematical definition of a true memristor: 
1) v = R(w) i 2) dw/dt = i 
HP’s TiO2-x/TiO2 “memristor”1:
Inconsistencies between memristor theory and physics of MIM thin films 
1)v=R(w)i is insufficient to account for Schottky junctions, charge trapping , electroforming , etc. 
2)dw/dt ≠ i due to non-linearity of ionic mobility1 and/or tunneling2 effects. 
3) MIM junctions are capacitive. This is not properly accounted for by the proposed memristive systems models. 
1D.B. Strukov, R.S. Williams, “Exponential ionic drift: fast switching and low volatility of thin 
film memristors,” Applied Physics A, 94:515-519, (2009) 
2M.D. Pickett et al., “Switching dynamics in titanium dioxide memristive devices,” Journal 
of Applied Physics, 106, 074508, (2009)
Myth#3 
Memristive memory will replace Flash/SRAM/DRAM.
•Non-volatile memory (and FPGA) are mature multi-billion dollar markets – not good for any radical innovation. Scaling will likely continue with multi-gate and/or high-k oxide solutions. 
•Samsung, Intel, STMicroelectronics, and Micron (Numonyx) are all supporting phase change memory as next-gen NVM not memristors. 
•Unity Semiconductor has been developing prototype metal oxide RRAM since 2002 but they do not consider their devices memristors. 
•HPLabs had (until about 2006) been developing molecular (not metal oxide) memory. HP does not have the fab experience or ability for large scale non-volatile memory fabrication and have zero patents covering metal oxide RRAM.
Distribution of U.S. Patents Claiming Types of Memory Resistance Materials 
Metal Oxide 
Solid Electrolyte 
Phase Change 
Molecular 
AMD 
0 
0 
0 
12 
Axon Technology 
0 
20 
0 
0 
Hewlett Packard 
0 
0 
0 
36 
Micron 
0 
0 
106 
0 
Samsung 
4 
0 
10 
0 
Sharp 
18 
0 
0 
0 
Unity Semi 
6 
0 
0 
0
Conclusions 
•The interpretation of the memristor as the “fourth fundamental circuit element” is misguided (although more generalized memristive systems might be useful for RRAM modeling). 
•HP’s claiming credit for finding the “missing” memristor is a successful PR stunt but does not withstand scrutiny. 
•Non-volatile memory market seems unlikely to be impacted by memristor. Phase change memory appears to be gaining more industry support.

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Mythology of the Memristor

  • 1. The Mythology of the Memristor Blaise Mouttet George Mason University ISCAS 2010
  • 2. Myth #1 The memristor is the “4th fundamental circuit element”
  • 3. Memristor Reductio Ad Absurdum q, i f, v 4 relationships q, i, di/dt f, v, dv/dt 9 relationships q, i, di/dt, d2i/dt2 f, v, dv/dt, d2v/dt2 16 relationships
  • 4. Memristor/Resistor are both special cases of the same system v = R(w) i dw/dt = 0 (linear resistor) dw/dt = i (memristor) dw/dt = di/dt (non-linear resistor)
  • 5. Memristive System(1976): v = R(w,i,t) i dw/dt = fR(w,i,t) Meminductive System(2009): j = L(w,i,t) i dw/dt = fL(w,i,t) Memcapacitive System(2009): q = C(w,v,t) v dw/dt = fC(w,v,t) M. DiVentra, Y. V. Pershin, L.O. Chua, “Putting Memory into Circuit Elements: Memristors, Memcapacitors, and Meminductors,” Proceedings of the IEEE, vol 97, iss.8, (2009) Are mem-capacitor and mem-inductor the 5th and 6th “fundamental” circuit elements?
  • 6. Myth#2 HPLabs “found” the “missing” memristor.
  • 7. Bernard Widrow’s ADALINE circuit (1960) ai = memistors (ADALINE = adaptive linear neuron)
  • 8. Bernard Widrow’s memistor = 3-terminal memristor “Like the transistor, the memistor is a 3- terminal element. The conductance between two of the terminals is controlled by the time integral of the current in the third, rather than its instantaneous value as in the transistor.” -Widrow et al.1 (1961) 1Widrow et al., “Birth, Life, and Death in Microelectronic Systems,” Office of Naval Research Technical Report 1552-2/1851-1, May 30,1961
  • 9. Additional Memistor References •A.O.Bondar et al., “Simulation of the plasticity of synapses using memistors,” Sov. Automat. Contr., n.6, p47-51, 1968. •S.Thakoor et al., “Solid-state thin-film memistor for electronic neural networks,” Journal of Applied Physics, v.67, n.6, 1990. •G.Shen et al., “Fabrication and performance of solid- state thin-film memistor,” Vacuum Science and Technology, v.18,n.8, 1998.
  • 10.
  • 11. Samsung (not HP) holds basic U.S. patent for TiO2-x/TiO2 resistance memory1 1Genrikh et al., “Electrode structure having at least two oxide layers and non-volatile memory device having the same,” US Patent 7,417,271, priority Feb 27, 2006 US Patent 7,417,271 (Fig. 4), Priority Feb. 27, 2006
  • 12. Claim 1- An electrode structure, comprising: a lower electrode; a first oxide layer formed on the lower electrode, wherein the first oxide layer is formed of an oxide having a variable oxidation state; a second oxide layer formed on the first oxide layer; and an upper electrode formed on the second oxide layer, wherein at least one of the first and second oxide layers are formed of a resistance-varying material. 1Genrikh et al., “Electrode structure having at least two oxide layers and non-volatile memory device having the same,” US Patent 7,417,271, priority Feb 27, 2006 Samsung (not HP) holds basic U.S. patent for TiO2-x/TiO2 resistance memory1
  • 13. HP’s “memristor” is not actually a true memristor! 1M.D. Pickett et al., “Switching dynamics in titanium dioxide memristive devices,” Journal of Applied Physics, 106, 074508, (2009) Mathematical definition of a true memristor: 1) v = R(w) i 2) dw/dt = i HP’s TiO2-x/TiO2 “memristor”1:
  • 14. Inconsistencies between memristor theory and physics of MIM thin films 1)v=R(w)i is insufficient to account for Schottky junctions, charge trapping , electroforming , etc. 2)dw/dt ≠ i due to non-linearity of ionic mobility1 and/or tunneling2 effects. 3) MIM junctions are capacitive. This is not properly accounted for by the proposed memristive systems models. 1D.B. Strukov, R.S. Williams, “Exponential ionic drift: fast switching and low volatility of thin film memristors,” Applied Physics A, 94:515-519, (2009) 2M.D. Pickett et al., “Switching dynamics in titanium dioxide memristive devices,” Journal of Applied Physics, 106, 074508, (2009)
  • 15. Myth#3 Memristive memory will replace Flash/SRAM/DRAM.
  • 16. •Non-volatile memory (and FPGA) are mature multi-billion dollar markets – not good for any radical innovation. Scaling will likely continue with multi-gate and/or high-k oxide solutions. •Samsung, Intel, STMicroelectronics, and Micron (Numonyx) are all supporting phase change memory as next-gen NVM not memristors. •Unity Semiconductor has been developing prototype metal oxide RRAM since 2002 but they do not consider their devices memristors. •HPLabs had (until about 2006) been developing molecular (not metal oxide) memory. HP does not have the fab experience or ability for large scale non-volatile memory fabrication and have zero patents covering metal oxide RRAM.
  • 17. Distribution of U.S. Patents Claiming Types of Memory Resistance Materials Metal Oxide Solid Electrolyte Phase Change Molecular AMD 0 0 0 12 Axon Technology 0 20 0 0 Hewlett Packard 0 0 0 36 Micron 0 0 106 0 Samsung 4 0 10 0 Sharp 18 0 0 0 Unity Semi 6 0 0 0
  • 18. Conclusions •The interpretation of the memristor as the “fourth fundamental circuit element” is misguided (although more generalized memristive systems might be useful for RRAM modeling). •HP’s claiming credit for finding the “missing” memristor is a successful PR stunt but does not withstand scrutiny. •Non-volatile memory market seems unlikely to be impacted by memristor. Phase change memory appears to be gaining more industry support.