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Introduction to VHDL
Haldun Hadimioglu
Fall 2013
CS2204Digital Logic and
State Machine Design
Fall 2013CS2204 Digital Logic and State Machine Design Page 2
OutlineIntroductionLanguage OverviewVHDL DetailsConclusionsFuture Directions
AcknowledgementsJohn Wakerly, Cisco Systems, Stanford UniversityVijay Polavarapu, Polytechnic University
NUDT Tianhe-2 supercomputerFastest computer in world : 3,120,000 cores
1.024 Peta Bytes of RAM memory12.4 Peta Bytes of disk space
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IntroductionVHDL is a hardware description language (HDL)
We use VHDL to write a programA VHDL program describes hardware
Just like a schematic describes hardwareA VHDL program describes a chipAn HDL program is used to develop a chip
DesignSynthesisSimulation of chip
Why an HDL program, why not schematics ?Real life circuits are too complex to be designed(described) by schematics
There would be too many and complex schematics
Intel 8-Core Xeon 7500 die with 2.3 billion transistors
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IntroductionVHDL was developed in the 1980s under Department of Defense (DoD) sponsorship
Mandated for federally-sponsored VLSI designs
VHDL stands for ?VHSIC Hardware Description Language
VHSIC : Very High Speed Integrated CircuitVHSIC was a DoD research program to encourage research on high-speed integrated circuit (chip) technologies
Today VHDL is widely used across the industry, around the world
Established as IEEE standard IEEE 1076 in 1987Extended in IEEE standard IEEE 1164 in 1993In 1996, IEEE 1076.3 became a VHDL synthesis standard
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IntroductionVHDL has ADA flavour
ADA is a software language developed under the DoD sponsorship in the 1980s
Another common HDL language : Verilog HDL
Verilog has C flavour
Knowing one HDL language helps one learn another HDL language faster
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IntroductionA VHDL program is a collection of modules
Top-down design (hierarchical designs) for large projects
Designs described at various levels of abstractionMore details at lower levels
Block-based (modular) design
Team-based designEach team member works on a different block (module)
Core-based designComplex blocks (modules) can be licensed as VHDL programs
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Language Overview : BasicsSoftware : Statements are executed sequentially
The sequence of statements is significant, since they are executed in that order
Java, C++, C, Ada, Pascal, Fortran,…
Hardware : Events happen concurrentlyA software language cannot be used for describing and simulating hardware
Concurrent software languages cannot be used eitherBecause we do not have powerful tools yet
Programs in C/C++, etc. will be converted to hardware in the futureIt is already done for
MatlabLabVIEWC++Modified C++ language (SystemC)C
First these programs are converted to HDL programs and then to hardware
Catapult C from Mentor Graphicsworks on ANSI C++ and SystemC
Vivado from Xilinx works on C
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Language Overview : BasicsVHDL is STRONGLY typed
VHDL is not case sensitive“A” or “a” does not matter
A VHDL program describes a digital system
A digital system consists of blocksA VHDL program is a collection of modules
A module consists of an entity and an architecture
IBM BG/Q supercomputer microprocessor die with 1.47
Billion transistors
Fall 2013CS2204 Digital Logic and State Machine Design Page 9
Language Overview : ModuleEntity: shows inputs and outputs
The black box view of the module
Architecture : internal description : implementationIt can be written in one of three different detail levels
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
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Language Overview : Module
entity declarations
architecture definition
A VHDL programA text file
(caralarm.vhd)
AND
NOTbelt
engine
alarm
A SchematicA schematic sheet
(caralarm.sch)
alarm = engine belt
Sound the alarm if the engine is on and the belt is not fastened
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Language Overview : Xilinx VHDL Programs for Car Alarm Circuit
library IEEE;
use IEEE.std_logic_1164.all;
entity caralarm is
port (
engine: in STD_LOGIC;
belt: in STD_LOGIC;
alarm: out STD_LOGIC
);
end caralarm;
architecture caralarm_dataflow of caralarm is
begin
alarm <= engine and not belt ;
end caralarm_dataflow ;
library IEEE;
use IEEE.std_logic_1164.all;
entity caralarm is
port (
engine: in STD_LOGIC;
belt: in STD_LOGIC;
alarm: out STD_LOGIC
);
end caralarm;
architecture caralarm_dataflow of caralarm is
begin
alarm <= ‘1’ when engine = ‘1’ and belt = ‘0’
else ‘0’ ;
end caralarm_dataflow ;
Stru
ctur
al (v
ery
deta
iled)
Dat
aflow
(less
deta
iled)
Beha
vior
al (l
east
det
aile
d)
Stru
ctur
al (v
ery
deta
iled)
Dat
aflow
(less
deta
iled)
Beha
vior
al (l
east
det
aile
d)
Fall 2013CS2204 Digital Logic and State Machine Design Page 12
Language Overview : Full Adder VHDL ProgramData-flow description of the Full Adder circuit :
FullAdder
ki
misi
ci co
si = ki mi ci + ki mi ci + ki mi ci + ki mi ci
co = ki mi + ki ci + mi ci
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
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Language Overview : VHDL System DescriptionA VHDL program describes a system
A system is a digital systemA system is a collection of
one or more modulesA module consists of
an entity and an architecture
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Language Overview : Design Flow
VHDL compiler analyzes VHDL code for syntax errors and checks for compatibility with other modulesSynthesizer converts VHDL program to a circuit with components Place and route fits the circuit to a die
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VHDL Details : Entity SyntaxThe entity describes the black-box view
The entity declares portsInputs and outputs
Digital circuit input signalsDigital circuit output signals
Syntax :entity entity-name is
port (signal-names : mode signal-type ;signal-names : mode signal-type ;
….signal-names : mode signal-type)
end entity-name ;
entity caralarm isport (
engine: in STD_LOGIC;belt: in STD_LOGIC;alarm: out STD_LOGIC
);end caralarm
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VHDL Details : Architecture Syntax The architecture describes the internal operations
By means of concurrent statements that useSignals inherited from the entityVariables used in functions, procedures and processes
architecture architecture-name of entity-name istype declarationssignal declarationsconstant declarationsfunction definitionscomponent declarations
beginconcurrent statement….concurrent statement
end architecture-name ;
architecture caralarm_dataflow of caralarm isbeginalarm <= engine and not belt ;
end caralarm_dataflow ;
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VHDL Details : Full Adder Example
architecture architecture-name of entity-name istype declarationssignal declarationsconstant declarationsfunction definitionscomponent declarations
beginconcurrent statement….concurrent statement
end architecture-name ;
entity entity-name isport (signal-names : mode signal-type ;
signal-names : mode signal-type ;…..
signal-names : mode signal-type) ;end entity-name ;
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VHDL Details : TypesTypes are required for every
SignalVariableFunction parameterFunction result
Type specifies a set/range of values for an object and a set of operators associated with it
Predefined typesUser defined types
Types must match in Assignment statementsComparisonsFunction calls
IBM BlueGene/L Supercomputer
IBM dual-core BlueGene/L microprocessor die & its chip
© I
BM
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VHDL Details : TypesPredefined types
bitbit_vectorbooleancharacterintegerrealstringtime
User-defined typesMost commonly used one : Enumerated types
Intel dual-core Itanium 2 1.72-billion-transistor die & its wafer
Fall 2013CS2204 Digital Logic and State Machine Design Page 20
VHDL Details : TypesEnumerated type is defined by listing its values
User defined enumerated type :type type-name is (value-list) ;
type COLOR is (RED, ORANGE, YELLOW, BLUE, INDIGO, VIOLET) ;
Subtypes of a type allowed :subtype subtype-name is type-name start to end ;
subtype LONGWAVE is color RED to YELLOW ;subtype subtype-name is type-name start downto end ;
Constants are allowed :constant constant-name : type-name := value ;
constant BUS_SIZE : integer := 32 ;
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VHDL Details : Predefined OperatorsBoolean operations
And ANDOr ORNand NANDnor NORxor Exclusive ORxnor Exclusive NORNot Complement
Intel Xeon E7 wafer
Intel Xeon E7 10-core die at 32 nm process with 2.6 billion transistors
AMD Bulldozer 8-core diewith 1.2 billion transistors
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Integer operations + addition- subtraction* multiplication/ divisionmod modulo divisionrem modulo remainderabs absolute value** exponentiation
Cray Titan Supercomputer the 2nd
fastest computer in the world with AMD and TESLA chips
VHDL Details : Predefined Operators
World’s densest chip
7.1 Billion transistors
NVIDIA TESLA GPU chip
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VHDL Details : LibrariesLibraries keep information about a project
The collection of libraries maintains the state of the design
Intermediate files used in analysis, simulation and synthesisPreviously analyzed entities and architectures
Entity and architecture definitions for different modules can be in different files
IBM Power 7 8–coredie with 1.2 billion
transistors
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VHDL Details : LibraryCompiler maintains a “work” library
VHDL compiler generated information about a project
To keep track of definitions via entity and architecture namesIt also contains analysis resultsNo need to explicitly include in the VHDL program
Library work ;
Resource library contains shared definitionsIEEE standard definitions library must be included in the VHDL program
Library ieee ;
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VHDL Details : PackageA package contains definitions of objects
SignalTypeConstantProcedureComponent declarations
Standard logic defined by a “package” IEEE 1164 STD_LOGIC
Must be included in the VHDL program
Keyword “use” needed to specify a packageUse ieee.std.logic.1164.all
Uses all definitions in the ieee library containing package std.logic.1164
Intel 8-Core Poulson (Itanium) die with 3.1 billion transistors
Fall 2013CS2204 Digital Logic and State Machine Design Page 26
VHDL Details : Standard Logic TypesCommonly used IEEE-1164 types:
STD_LOGIC (one bit)STD_LOGIC_VECTOR(range) (multi-bit vector)INTEGER (built-in integer type)
library IEEE;
use IEEE.std_logic_1164.all;
entity caralarm is
port (
engine: in STD_LOGIC;
belt: in STD_LOGIC;
alarm: out STD_LOGIC);
end caralarm;
architecture caralarm_dataflow of caralarm is
begin
alarm <= engine and not belt ;
end caralarm_dataflow ;
Library name
Compiler knows where to find this (system-dependent)
Package name Use alldefinitions in package
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VHDL Details : Design Hierarchy LevelsStructural
Explicit components and the connections between them are defined
It is the same as schematic designThe VHDL programmer does schematic design in text
DataflowMost statements are assigning expressions to signals
The tools are heavily involved in converting the text to hardware
BehavioralAn algorithm that describes the circuit’s output is developed
The tools may not be able to convert the text to hardware
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
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VHDL Details : Structural Level
A structural description is just like the schematicAll components and interconnections are described
It is a replica of the schematic !It is not practical !
2-to4DCD
V2to4decI1I0
EN
Y0Y1Y2Y3
Entity Part :
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
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VHDL Details : Structural Description of a 2-to4 Decoder
Architecture Part :
Built-in librarycomponent
All components and interconnections are described Includes component statements
A component statement is a concurrent statementStructural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
2-to-4 Decoder Schematic
Positionalcorrespondencewith component definition
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VHDL Details : Dataflow LevelDataflow Description
The detail is less compared with structuraldescription
Data dependencies described, not the components and connections
Concurrency is used to model parallel operations of interconnected hardware elements
Concurrent statements include assignment and selectstatements
“when-else” “with-select”
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
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VHDL Details : Dataflow Description of a 3-to-8 Decoder
Entity Part :3-to-8DCD
A0
G1
Y_L0
A1A2
Y_L1Y_L2Y_L3Y_L4Y_L5Y_L6Y_L7
G2A_L
G2B_L
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
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VHDL Details : Dataflow Description of a 3-to-8 Decoder
All assignment statements operate concurrently
Architecture Part :
3-to-8DCD
A0
G1
Y_L0
A1A2
Y_L1Y_L2Y_L3Y_L4Y_L5Y_L6Y_L7
G2A_L
G2B_L
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
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VHDL Details : 3-to-8 Decoder Translation to Hardware
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VHDL Details : Behavioral LevelBehavioral description
May not be synthesizable
May lead to a very large circuit
Primarily used for simulation
Normally uses VHDL “processes”Each VHDL process executes in parallel with other VHDL processes and concurrent statementsBut “sequential” statements can be used within a process
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
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VHDL Details : ProcessSensitivity List
A sequence of sequential statements
Activated when any signal in the sensitivity list changes
Primarily a simulation concept, but can be synthesized
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
Fall 2013CS2204 Digital Logic and State Machine Design Page 36
VHDL Details : Behavioral Description of a 3-to-8 Decoder
3-to-8DCD
A0
G1
Y0
A1A2
Y1Y2Y3Y4Y5Y6Y7
G2
G3
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
Fall 2013CS2204 Digital Logic and State Machine Design Page 37
VHDL Details : Another Behavioral Description of a 3-to-8 Decoder
May not be synthesizable
May have a slow or inefficient realization
But fine for simulation and verification
3-to-8DCD
A0
G1
Y0
A1A2
Y1Y2Y3Y4Y5Y6Y7
G2
G3
Structural (very detailed) Dataflow (less detailed)Behavioral (least detailed)
Fall 2013CS2204 Digital Logic and State Machine Design Page 38
VHDL Details : Is it always VHDL-only System Description ?
One can mix schematic and VHDLXilinx example
1. Start a schematic project2. Write a VHDL program3. Convert the VHDL program to a Xilinx
macro (Custom Design Block, CDB)4. The macro is appended to the component
library list5. Place the CDB in the schematic just like
any other Xilinx component
Fall 2013CS2204 Digital Logic and State Machine Design Page 39
ConclusionsVHDL simplifies design of complex digital circuits
VHDL allows core-based, top-down, team-based design
VHDL and other HDLs will be used in foreseeablefuture as chip densities increase
Sophomores will learn more VHDL/Verilog HDL in the future
Eventually, C/C++/Matlab/LabVIEW/Java/… programs will be converted to hardware
We will use C/C++/Matlab/LabVIEW/Java/… to design chips
The key is developing powerful CAD tools
Fall 2013CS2204 Digital Logic and State Machine Design Page 40
Future Directions : Moore’s Law will Continue to HoldPerhaps at a slower rate of doubling every three years
www.
ieee
.org
Fall 2013CS2204 Digital Logic and State Machine Design Page 41
Future Directions : Intel ‘s Past Roadmap
Intel 62-core Xeon Phi processor 2012 5,000,000,000
AMD Tahiti GPU chip with 4.313 Billion transistors
Fall 2013CS2204 Digital Logic and State Machine Design Page 42
Future Directions : Power Density a Major Concern !W
atts
/cm
2
1
10
100
1000
i386i486
Pentium® Pentium® Pro
Pentium® IIPentium® IIIHot plate
RocketNozzleRocketNozzleNuclear Reactor
Courtesy : “New Microarchitecture Challenges in the Coming Generations of CMOS Process Technologies” – Fred Pollack, Intel Corp. Micro32 conference key note - 1999. Courtesy Avi Mendelson, Intel.
Pentium® 4
Power was doubling every 4 years
Power Density was Increasing Exponentially !
Fall 2013CS2204 Digital Logic and State Machine Design Page 43
Power Density was Increasing Exponentially !
Future Directions : Power Density a Major Concern !ww
w.na
nowe
rk.c
om
Fall 2013CS2204 Digital Logic and State Machine Design Page 44
Future Directions : Microprocessor speedThe microprocessor speed was doubling every two years until multi-core processors emerged
The processor speed was increasing 50% a year !But, memory speed has been increasing 10 % a year !
Microprocessor speed for an application depends onNumber of operations in the application (lower better)
The quality of the codeNumber of parallel operations performed (higher better)
Do more operations in parallelPerform each operation faster
Because of Moore’s Law : transistors are smaller and wires are shorterHigher clock frequencies
Until 2005 increasing the clock frequency was the main way to increase the speed
Power consumption (heat generation) increases with the frequencyHeat generation increases with the power consumption
The chip has to be cooled byA heat sink or a fan or a liquid
Since 2005 power consumption changed way to increase speed
Fall 2013CS2204 Digital Logic and State Machine Design Page 45
Future Directions : Multi-Core MicroprocessorsSince 2005 microprocessor speed increase depends on
Number of operations in the code (the quality of the code)Number of parallel operations performed
Multi-core microprocessors with reduced frequency consume less power (generate less heat)
Two/Four/Eight cores perform more operations in parallelThe speed increase continues into the future with more cores on chip
Clock frequencyNumber of cores per chip doubles every two years
The memory can become a bottleneckThe memory speed increases 10% a yearMore cores increase the demand on the memoryThe memory wall problem
Parallel Programming has to be improved dramaticallyParallel programming wall
Fall 2013CS2204 Digital Logic and State Machine Design Page 46
Future Directions : Multi-Core Microprocessors Double number of cores every two years
Parallel programming Wall
Make sure to handle
Memory Wall
Power Wall
Make sure to handleerrors due to
Alpha particles, neutrons
Defective transistors
Fall 2013CS2204 Digital Logic and State Machine Design Page 47
Future Directions : Intel & IBM Vision for Next 5-8 Years
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Fall 2013CS2204 Digital Logic and State Machine Design Page 48
Future Directions : Next 5-8 YearsApplications
Intel : Recognition, Mining, Synthesis as platform 2015Workload Model (on massively parallel core chips)IBM : Presence information, knowing where and things are and how to best match them, people are sensorizedMicrosoft : Intention machine, computer predicts user intentions and delivers useful informationCMU : Computational thinking, computer science based approach to solving problems, designing systems, understanding human behavior
Traditional computing will continueA C/C++/Java/.. program for an application becomes Software
A compiler generates the machine language program fileA new type of computing
A C/C++/Java/.. program for an application becomes HardwareA hardware compiler generates the GDS II file (the chip layout)
The result is a custom chip
Fall 2013CS2204 Digital Logic and State Machine Design Page 49
Future Directions : New Computing Types ?Any other new possibility ?
A C/C++/Java/.. program for an application becomes HardwareA CAD tool generates the bit file to reconfigure the FPGA
There can be more opportunities with FPGA chips !They are increasingly used in commercial products !
FPGAs are becoming cost competitive with microprocessorsFPGAs are becoming speed competitive with custom chips
FPGAs are used for applications whereSpeed and programmability matter
Latest FPGAs also have microprocessor coresThey can run software as well
The application is divided into software and hardwareA machine code that is run by the cores andA bit file to program the reconfigurable areas
These cores can be hard or soft coresHard means the manufacturer places a specific core on the dieSoft means the user places any core any where on the die
Hybrid computing
Fall 2013CS2204 Digital Logic and State Machine Design Page 50
Future Directions : New Computing TypesA C/C++/Java/.. program becomes
Part software and part hardwareFPGA with cores and reconfigurable areas runs applications
Software is run by processor cores andHardware is in the reconfigurable area
When such an FPGA runs an application, some operations are in hardware and simultaneously some operations in software
Software tools (compilers) and CAD tools must mergeReconfigurable areas & cores can allow recovering from errors due to
Alpha particles, neutronsDefective transistors
Processor coreto run softwareReconfigurable area
to do operations inhardware These FPGAs are available
now but we need much better tools
Hybrid computing
Fall 2013CS2204 Digital Logic and State Machine Design Page 51
Future Directions : New Computing TypesIn summary, in the future a C/C++/Java/.. program that will be converted to
Software (like today)C++ programs become software, the machine codeAll operations happen in software !
HardwareC++ programs become custom chipsAll operations happen in hardware !
Hardware (better than what we have today) C++ programs become hardware, the bit file for an FPGAAll operations happen in hardware !
Part hardware and part softwareC++ programs run on FPGA chips with processors and configurable areasSome operations are in hardware and simultaneously some operations in software
Software is run by processor coresA machine code that is run by processors
Hardware is in the reconfigurable areaA bit file to program the reconfigurable areas
Fall 2013CS2204 Digital Logic and State Machine Design Page 52
Future Directions : MemcomputingProcessing and memory on the same chip
Passive electronic components that have the memory capabilityBoth processing and nonvolatile memory capability !
Brain like, analog and self-healing computing on a chipMemristors : Components relating electric charge and magnetic flux
The missing fourth electronic componentResistors, capacitors and inductors
They have storage capabilityFPGAs can be implemented with memristors !
MemcapacitorsThey have storage capability
MeminductorsThey have storage capability
Fall 2013CS2204 Digital Logic and State Machine Design Page 53
Future Directions : Hybrid Switching Elements
CMOL : A circuitry composed of CMOS and molecular nanodevicesA closer look at FPGA-like reconfigurable logic circuits
Interface between CMOS and nanodevices
Two CMOS cells and a nanodevice
A larger view of FPGA-like reconfigurable logic circuits
Figures from :Konstantin K. Likharev
Fall 2013CS2204 Digital Logic and State Machine Design Page 54
Future Directions : Possible New StructuresMicroelectromechanical systems, MEMS, with computing elements
Microembedded systemsSmart Dust at UC BerkeleyBio MEMS
Micro bio/chemistry lab on a chip ≡ Bio chipCamera pill to make diagnosis in the bodySugar level detector in bloodstreamOptical sensor in the retina to restore vision
The BiochipGroup at Mesa+
IBM lab-on-a-chip to test diseases and viruses
UC Berkeley Sensor & Actuator Center
Fall 2013CS2204 Digital Logic and State Machine Design Page 55
Future Directions : Possible New StructuresMicroelectromechanical systems, MEMS, with computing elements
Other structures that can be used for a number of different applications withor without computing elements
MicromotorsMicrocamerasMicromirrorsMicrolensesMicrosensorsMicromachines
www.microfabrica.com
An all-optical computing chip with micromirrors and microlenses ?
Fall 2013CS2204 Digital Logic and State Machine Design Page 56
Future Directions : Possible New StructuresNanotechnology
Programmable materialsNEMSBio NEMS
Nano medicineDrug deliverySmart diagnosis
Nanocomputing1 Watt supercomputer
Quantum computingMolecular computing
Molecular self assemblyTesting of molecular structuresAdaptive molecular structures
Merger of bio and non-bio structuresSynthetic biology
www.
ibm
.com
IBM Blue Gene/L molecular dynamics demo
Fall 2013CS2204 Digital Logic and State Machine Design Page 57
Future Directions : New Devices
Only carbon nanotube transistors used
From : Nature, September 25, 2013
The first carbon nanotube computer has been built
IBM’s A brain-inspired computer powered by what it calls “electronic blood”BBC News, October 18, 2013
Fall 2013CS2204 Digital Logic and State Machine Design Page 58
Future Directions : Possible New Structures
NYU-Poly Research on Protein nanofibers
Jin Montclare of Chemical & Biological Sciences with her colleagues
Protein nanofibers can • Improve drug delivery to treat cancers, heart disorders and Alzheimer's • Aid in the regeneration of human tissue, bone and cartilage
Protein nanofibers could point way to tinier and more powerful microprocessors
Protein-based microprocessors
Bio-degradable microprocessors
• Nanotechnology• Bio NEMS
• Nano medicine• Smart drugs
Fall 2013CS2204 Digital Logic and State Machine Design Page 59
Future Directions : Year 2020SEMATECH : consortium of semiconductor manufacturers from America, Asia and Europe
SEMATECH predictions for year 2020 (from its 2012 International Technology Roadmap for Semiconductors (ITRS) study)
Clock speed : 5.3 GHzNumber of transistors on a microprocessor chip : 35 Billion32Gbit DRAM chipsProcess length : 11.9 nm
http://www.sematech.orgMake sure to handle errors due to
Alpha particles, neutronsDefective transistors
Fall 2013CS2204 Digital Logic and State Machine Design Page 60
Future Directions : 2020 and BeyondMany interconnected varying-size computing elements using each other’s results autonomously
Ubiquitous computing with little human interventionCloud computing to nano computing
Personal agentsIntelligent spacesNano medicine
Smart drugsSmart diagnosis
We needSelf-healing, adaptive, self managing, trustworthy, dependablehardware and software
Efficient parallel processingNew computational modelsNew programming languages
Hardware and software reliability
www.
uky.
edu
Fall 2013CS2204 Digital Logic and State Machine Design Page 61
Future Directions : 2020 and BeyondWill hardware and software be developed separatelylike today ?
How will software be developed for nano systems ?Quantum software ?Molecular software ?
Biosoftware ?How will hardware be developed for nano systems ?
VHDL or Verilog HDL or C or C++ or ?
Iron atomson copper with electronmovement
Developing tools is critical
Simulation of protein molecules folding on a supercomputer
Fall 2013CS2204 Digital Logic and State Machine Design Page 62
Future Directions : 2020 and Beyond
Thinking ?
IBM Deep Blue 1997Electronic with chips
30 cores + 480 special chips
IBM Watson 2011
Electronic with chips2880 cores & 0.08 PFLOPS
+ 16 TB RAM
A PC in 2020 ?
Electronic with chips
Same rawprocessing poweras human brain20 PFLOPS +
2.5 Peta (1015) -33 Exa (1018)
Bytes
Fall 2013CS2204 Digital Logic and State Machine Design Page 63
Future Directions : 2020 and BeyondBy 2019 a $1000 computer will match the processing power of the human brain
Raymond Kurzweil, KurzweilAI.net, 9/1/1999His keynote speech at the Supercomputing Conference (SC06) in November 2006
The title of his talk is “The Coming Merger of Biological and Non-Biological Intelligence” Singularity point ?
Brain downloads possible by 2050 Ian Pearson, Head of British Telecom’s futurology unit, CNN.com, 5/23/2005
Computers will be used as virtual brain extensions ?Direct brain - Internet link ?
Fall 2013CS2204 Digital Logic and State Machine Design Page 64
Future Directions : Longer Term Predictions
Hans Moravec, 1998
Many ethical issues will be facing you ! Being prepared will help !
Fall 2013CS2204 Digital Logic and State Machine Design Page 65
Future Directions : Science and Engineering for Digital Evolution
Digital Logic evolution will continue :Faster, cheaper, smaller, lighter, less power consuming, higher reliability digital products
Due to converging research in various areas :MathematicsComputer ScienceComputer EngineeringElectrical EngineeringMechanical EngineeringPhysicsChemistryMaterial ScienceBiology ?
There will be many ethical issuesTry to prepare ! Try to be informed !