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Transcript of Protein Memory
Protein memory
ABSTRACT
The ability of molecules to serve as computer switches will offer appreciable reduction in hardware size, since there are they very small. The use of a hybrid technology in which the molecules and semiconductors combine and share the duty will appreciably improve the speed and reduce the size of computers.
Several biological molecules are being considered for use in computers, but the bacterial protein - bacteriorhodopsin (bR) has generated much interest among scientists. Bacteriorhodopsin is a protein found in the purple membrane of several species of bacteria, most notably Halo bacterium halobium. This particular bacterium lives in salt marshes where there is high salinity and temperature. Bacteriorhodopsin, the basic unit of protein memory does not break down at high temperatures. Survival in such an environment implies that the protein can resist thermal and photochemical damages. The bacteriorhodopsin is one of the most promising organic materials. Seven helix-shaped polymers form a membrane structure, which contains a molecule known as retinal chromophore. The chromophore absorbs light of a certain color and is therefore able to switch to another stable state in addition to its original state. Only blue light can change the molecule back to its original state.
With fast random access capability, good reliability and transportability protein memories enhance the multimedia capabilities of computer to a great extent. Also the advantages of optical data storage accrue to such memories. Enormous access to information and manipulation and storage of data in minimal time add to their reliability. Unlike disk memories where physical contact with the magnetic head is required to read/write information, protein memories use laser beams, which improve their life with reduction in wear and tear
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Protein memory
INTRODUCTION
Since the dawn of time, man has tried to record important events
and techniques for everyday life. At first, it was sufficient to paint
on the family cave wall, how one hunted. Then came the people
who invented spoken languages and the need arose to record what
one was saying without hearing it firsthand. Therefore, year’s later;
more early scholars invented writing to convey what was being
said. Pictures gave way to letters which represented spoken sounds.
Eventually clay tablets gave way to parchment, which gave way to
paper. Paper was, and still is, the main way people convey
information. However, in the mid twentieth century computers
began to come into general use.
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Protein memory
Evolution of Storage Media:
Computers have gone through their own evolution in storage
media. In 1956, researchers at IBM developed the first disk storage
system. This was called RAMAC (Random Access Method of
Accounting and Control)
Since the days of punch cards, computer manufacturers have
strived to squeeze more data into smaller spaces. That mission has
produced both competing and complementary data storage
technology including electronic circuits, magnetic media like hard
disks and tape, and optical media such as compact disks.
Today, companies constantly push the limits of these technologies
to improve their speed, reliability, and throughput -- all while
reducing cost. Standard compact disks are also gaining a reputation
as an incredibly cheap way of delivering data to desktops. They are
the cheapest distribution medium around when purchased in large
quantities (Rs. 18/- per 700 MB disk).
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Protein memory
Holostore Technology:
Practically, researchers believe that Holographic
data storage system in which thousands of pages (blocks of data),
each containing million bits, can be stored within the volume of a
sugar cube, have a storage capacity of 10 GB per cubic centimeter
Fig: Structure of bR the basic unit of protein memory
This figure is still very impressive compared to today's magnetic
storage densities, which are around 100 Kb per square centimeter
(not including the derive mechanism).
At this density a block of optical media roughly
the size of a deck of playing cards would be able to house a
terabyte of data. Because such system can have no moving parts
and its pages are accessed in parallel, it is estimated that data
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Protein memory
throughput on such system can hit 1 Gbps or higher. In holographic
recording applications, longer interaction lengths imply increased
angular selectivity and also higher data storage capacity. These
advantages are in addition to the ability to synthesize a much larger
cross sectional area then is currently attainable using bulk
materials.
Holostore leverages the imaging properties of
light and its ability to launch. The reading out of images instead of
single bits serially provides a tremendous improvement in the
bandwidth. The ability for light to be launched through space and
deflected easily will eliminate the need for rotation of the medium.
The capability of coherent light to interfere and to form holograms
provides a convenient way to address a storage medium in three
dimensions, while only scanning the beams in two dimensions.
Holography records the information from a three-
dimensional object in such a way that a three dimensional image
may subsequently be constructed. Holographic memory uses lasers
for both reading and writing the blocks of data into the
photosensitive material. A digital hologram is formed by recording
the interference pattern between a discretely modulated coherent
wave front and a reference beam on a photosensitive material.
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Protein memory
Molecular Memory:
With the advances in Molecular electronics, it
is possible to implement a prototype memory subsystem that uses
molecules to store digital bits.
The molecule in question here is the protein
called bacteriorhodopsin. Its photo cycle, the sequence of
structural changes, a molecule undergoes in reaction to light,
makes it an ideal AND data storage gate, or flip-flop. According to
the today's research, the bR (where the state is 0) and the Q (where
the state is 1) intermediates are both stable for many years.
The reason for considering the molecular
memory is that it is protein based and therefore is inexpensive to
produce in quantity. Secondly, the system has ability to operate
over a wider range of temperatures than semiconductor memory
Protein-Based Memory:
Need For Protein Memory:
The demands made upon computers and computing devices are
increasing each year. Processor speeds are increasing at an
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Protein memory
extremely fast clip. However, the RAM used in most computers is
the same type of memory used several years ago.
Currently, RAM is available in modules called SIMMs or DIMMS.
These modules can be bought in various capacities from a few
100KB to about 128 MB. These modules are generally 7.5ns.
Whereas a 5cu.cm block of bacteriorhodopsin studded polymer
could theoretically store 512GB of information. When this
comparison is made, the advantage becomes quite clear. Also,
these bacteriorhodopsin modules could also theoretically run 1000
times faster.
More on Protein-Based Memory:
Researchers are looking at protein-based memory to compete with
the speed of electronic memory, the reliability of magnetic hard
disks and the capacities of optical/magnetic storage. There have
been many methods and proteins researched for use in computer
applications in recent years. The most promising approach is of 3D
Optical RAM storage using the light sensitive protein
bacteriorhodopsin.
Bacteriorhodopsin is a protein found in the
purple membranes of several species of bacteria, most notably
Halobacterium halobium. These particular bacteria live in salt
marshes. Salt marshes have very high salinity and temperatures can
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Protein memory
reach 140oF (60oC). Unlike most proteins, bacteriorhodopsin does
not break down at these high temperatures.
Early research in the field of protein-based memories yielded some
serious problems with using proteins for practical computer
applications. Among the most serious of the problems was the
instability and unreliable nature of proteins, which are subject to
thermal and photochemical degradation, making room-temperature
or higher-temperature use impossible. Scientists stumbled upon
bacteriorhodopsin, a light-harvesting protein that has following
properties which make it a prime candidate for computer
applications.
Long-term stability and resistance to thermal and photochemical
degradation
A cyclicity (the number of times it can be photo-chemically
cycled) which exceeds 106, a value considerably higher than most
synthetic photo chromic materials
High quantum yields (efficient use of light) which permits the use
of low light levels for switching/activating
Ability to form thin films or oriented polymer cubes containing
bacteriorhodopsin with excellent optical properties
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Protein memory
Bacteriorhodopsin can be used in any number of schemes to
store memory, most significant reasons being cost, size and very
high memory density.
Photo cycle:
Bacteriorhodopsin is a complex protein that includes a light
absorbing component known as Chromophore. It absorbs energy
from light, triggering a complex series of internal motions that
results in structural changes. These changes alter protein’s optical
and electrical characteristics.
The initial resting state for bacteriorhodopsin is called bR.
When bR is exposed to green light, in the range of approximately
550nm, it shifts to the K state. This K state is an unstable state. So
the bacteria cannot remain in this state for long thus, K relaxes
forming M. This M state is similar to K and is unstable. So it again
relaxes forming the O state. This state is quite stable.
If the O state is not exposed to a red light source, it will
eventually relax back to the bR state. However, if it is exposed, it
will then undergo a reaction a called ‘a branching reaction’. The O
state will shift to the P state and then to the Q state – a form that
remains stable almost indefinitely for years. Blue light will,
however, convert Q back to bR. Of the six states – bR, K, M, O, P
and Q – only the most stable ones are particularly useful.
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RELAXES
bR
K
M
O
P
Q
RED LIGHTSOURCE
BLUE LIGHT
SOURCE
GREEN LIGHT
SOURCE
CONVERTS CONVERTS
CONVERTSRELAXES
RELAXES
Protein memory
The relative stability of some of the intermediate states
determines their usefulness in computing applications. The initial
state of the native protein, often designated bR, is quite stable.
Some of the intermediates are stable at about 90K and some are
stable at room temperature, lending themselves to different types of
RAM. One stable state is assigned 0 and other 1. Usually O state
represents 0 and Q state represents
Photo cycle of bacteriorhodopsin
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Protein memory
Two Photon Method:
The two – photon method is superior to a single photon method
when using three – dimensional memory. This is because a single
photon would excite all of the molecules that it came into contact
with, where a two – photon method would only excite the
molecules at the location where they intersect.
A two photon mechanism is able to excite molecules inside the
volume of memory, without exciting the surface molecules. Each
photon itself does not have enough energy to excite the molecules
to the next higher energy state. Also no real state exists at the
energy of either photon alone. Absorption will occur if the sum of
the energies of each photon is equal to or greater than the energy
gap of the transition, and only in the volume where the two photons
overlap.
This process would allow reading and writing anywhere in the
volume of the RAM where the sequential method must start at the
surface of the RAM. At the point of absorption where the two
photons intersect, a molecular change will occur in that micro
volume. This will distinguish it from the rest of the unexcited
molecules. The two molecular structures provide for a read and
write state, or 0 and 1 state in the RAM.
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Protein memory
3 - Dimensional Optical Memories:
Basically, the unit is a thin wafer of protein, sandwiched between
glasses and sealed off with two Teflon gaskets and black anodized
aluminum. The protein wafer is formed by creating a matrix of
bacteriorhodopsin strands within a polymer gel. The ribbon-like
nature of the protein naturally lends itself to the formation of this
matrix. It also makes it easier for the device to read the data.
The first step involved in creating a non-linear bacteriorhodopsin-
based would be forming a cubic protein matrix. This task is
somewhat more daunting than forming a thin wafer of
bacteriorhodopsin, but not substantially so. The same technique of
lining up the protein strands with in the polymer gel is used, only
now it is extended volumetrically. After the matrix is created, it is
then placed within the cubic cuvette. The cuvette uses a sealing
polymer and a conductive indium-tin oxide coating to protect the
protein matrix. The major component in the process lies in the use
of a two-photon laser process to read and write data.
Furthermore, at the base of the cuvette is a temperature base plate
capable of heating or cooling the bacteriorhodopsin. This alters the
physical properties of the bR when needed and cools the matrix
when the cuvette becomes hot.
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Protein memory
The storage capacity in two-dimensional optical memories is
limited to approximately 1/lambda2 (lambda = wavelength of
light), which comes out to approximately 108 bits per square
centimeter. Three-dimensional memories, however, can store data
at approximately 1/lambda3, which yields densities of 1011 to 1013
bits per cubic centimeter.
Sandwich
The principle of organic memory is as simple as it is brilliant. A
polymer film which is contacted by a passive matrix emits light on
to the memory medium-a protein film. The light causes the proteins
to switch between two stable states. The states can be distinguished
above all by those colors which they absorb and those which they
let pass. Once they have been changed, the states remain stable
even without light. The data is then read with less intense light, that
doesn’t change the memory content. In one state the protein absorb
more light, in other less. Another polymer layer, also matrix
regulated, acts as a photo detector and measures the light which has
been diffracted by the proteins.
A single matrix element of the opticom memory is supposed to
have a dimension of less than 100nm. The entire layer is 350nm
thick. This is 10 to 100 times smaller than the common size of
microchips. Thus the usual lithographic procedures could not be
sued in the production process. Dimensions that small could
actually be achieved if the matrix’s strip conductors are made of
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Protein memory
(conductive) polymers. The polymer chains, which are only a few
nm thick, but quite long, line themselves up under certain
conditions, thus serving as one of the matrix lines. The second
polymer layer could also possibly be structured by exposure to UV
light.
The catch with organic memory is the connections of this matrix.
Every single strip conductor of the matrix must be connected to
and powered by a transistor. The dimensions of modern transistors
in 0.25 aem technology pose an obstacle of a few micrometers to
the measurements of opticom’s dream memory with 100nm line
intervals. In addition, the mini strip conductors have to contact the
giant transistor connectors in a confined area.
Opticom polymer memory: a matrix addresses the light
emitting polymers. The light “writes” on the proteins in the
middle of the sandwich at a cross point. The lower polymer
layer absorbs light thus reading the memory content
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Protein memory
Data Writing Technique
Bacteriorhodopsin, after being initially exposed to light (in our
case a laser beam) will change to between photo-isomers during
the main photochemical event when it absorbs energy from a
second laser beam. This process is known as sequential one-photon
architecture, or two-photon absorption. While early efforts to make
use of this property were carried out at cryogenic temperatures
(liquid nitrogen temperatures), modern research has made use of
the different states of bacteriorhodopsin to carry out these
operations at room-temperature. The process breaks down like this:
Upon initially being struck with light (a laser beam), the
bacteriorhodopsin alters its structure from the bR native state to the
O state. After a second pulse of light, the O state then changes to
the P form, which quickly reverts to a very stable Q state, which is
stable for long periods of time (even up to several years).
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bRMEMORY CUBE
DETECTOR
LASER ARRAY 1
LASER ARRAY 2
Fig: Arrangement for data storage into bR cube
Protein memory
The data writing technique proposed by Dr. Berge involves the use
of a three-dimensional data storage system. In this case, a cube of
bacteriorhodopsin in a polymer gel is surrounded by two arrays of
laser beams placed at 90 degree angles from each other. One array
of lasers, all set to green (called "paging" beams), activates the
photo cycle of the protein in any selected square plane, or page,
within the cube. After a few milliseconds, the number of
intermediate O stages of bacteriorhodopsin reaches near maximum.
Now the other set, or array, of lasers - this time of red beams - is
fired.
The second array is programmed to strike only the region of the
activated square where the data bits are to be written, switching
molecules there to the P structure. The P intermediate then quickly
relaxes to the highly stable Q state. We then assign the initially-
excited state, the O state, to a binary value of 0, and the P and Q
states are assigned a binary value of 1. This process is now
analogous to the binary switching system which is used in existing
semiconductor and magnetic memories. However, because the
laser array can activate molecules in various places throughout the
selected page or plane, multiple data locations (known as
"addresses") can be written simultaneously - or in other words, in
parallel.
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Protein memory
Data Reading Technique
The system for reading stored memory, either during processing or
extraction of a result relies on the selective absorption of red light
by the O intermediate state of bacteriorhodopsin. To read multiple
bits of data in parallel, we start just as we do in the writing process.
First, the green paging beam is fired at the square of protein to be
read. After two milliseconds (enough time for the maximum
amount of O intermediates to appear), the entire red laser array is
turned on at a very low intensity of red light. The molecules that
are in the binary state 1 (P or Q intermediate states) do not absorb
the red light, or change their states, as they have already been
excited by the intense red light during the data writing stage.
However, the molecules which started out in the binary state 0 (the
O intermediate state), do absorb the low-intensity red beams. A
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bR CUBE
Arrangement for retrieval of data
DETECTOR
LASER ARRAY 1
LASER ARRAY 2
RED LASER
Protein memory
detector then images (reads) the light passing through the cube of
memory and records the location of the O and P or Q structures; or
in terms of binary code, the detector reads 0's and 1's. The process
is complete in approximately 10 ms, a rate of 10MB per second for
each page of memory.
Data Erasing Technique
Erasing the data is even simpler. One method would be to simply
fire a deep blue paging beam through the cube. This would erase an
entire page of data in one shot.
If data in one row or one location is to be erased, simply fire two
low – intensity orthogonal laser beams in the cubic matrix. Where
they meet, the intensity of the beam will be doubled. Thus, it would
provide the necessary intensity to change the state of the molecule
back to bR. The other locations hit by the low intensity beams
would begin to absorb the light. But, the intensity would not be
enough to cause a state shift.
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Protein memory
Latest Developments
The latest news about the protein memories is
rather unbelievable. Evidently, for the cost of a few cents, a
Norwegian company can produce a memory module with a
capacity of up to 170,000 gigabytes, which could fit on a bank
card.
Various newspapers and magazines have reported the
achievements of Oslo-based Opticom, a company which
conceivably could upset the entire industry with their mammoth
memory made of polymers. Polymers are the stuff that panty hose
and plastic bags are made of. The first series product of so-called
organic memory should be on the market this coming year.
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Protein memory
Conclusion
Small enough to be incorporated onto standard computer boards,
these optical computer memory systems will be interfaced to
advanced computer architectures for high-speed processing.
Indeed, we are on the threshold of a new exciting era in the
wonderful world of computing. And every possibility is there, that
in the near future we will be able to carry a small encyclopedic
cube containing all the information we need and retrievable at the
speed of light!!!
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Protein memory
References
www.cem.msu.edu
www.ieee.org
www.sciamarchive.com
Protein-Based Optical Computing and Memories, Berge, Robert
R., scientific American magazine – March 1995.
‘Electronics for You’ Magazine – March 2001, Vol. 33, No. 3.
Steve Redfield and Jerry Willenbring "Holostore technology for
higher levels of memory hierarchy," IEEE potentials, 1991, PP.
155-159
Najeeb Imran, "Optical computing," IEEE potentials, Dec 1992,
PP. 33-36 Tom Thomson, "What's Next, "Byte, April 1996, PP. 45-
51
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Protein memory
CONTENTS
1. INTRODUCTION
2. EVOLUTION OF STORAGE MEDIA:
3. HOLOSTORE TECHNOLOGY
4. MOLECULAR MEMORY
5. PROTEIN-BASED MEMORY
6. PHOTO CYCLE
7. TWO PHOTON METHOD
8. 3 - DIMENSIONAL OPTICAL MEMORIES
9. SANDWICH
10. DATA WRITING TECHNIQUE
11. DATA READING TECHNIQUE
12. DATA ERASING TECHNIQUE
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Fig: Arrangement for data storage into bR cube