Moore’s Law And The Exponential Growth Of Technology

What is Moore‘s Law
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Key learnings:
  • Moore’s Law Definition: Moore’s Law is defined as the observation that the number of transistors in an integrated circuit doubles approximately every two years.
  • Historical Impact: Moore’s Law has significantly driven the advancement of technology, affecting various devices and industries.
  • Technological Contributions: Innovations like the transistor, integrated circuits, CMOS, and DRAM have enabled Moore’s Law.
  • Current State: The industry has shifted focus from Moore’s Law to developing chips based on needs and applications rather than just size scaling.
  • Economic Perspective: Moore’s Second Law highlights the rising costs of semiconductor fabrication, doubling every four years.

What is Moore’s Law?

Moore’s Law refers to the observation that the number of transistors in an integrated circuit (IC) doubles approximately every 2 years. It is often cited as an explanation for the exponential growth of technology, sometimes even being coined as the ‘law of exponential growth’.

Moore’s Law is named after Gordon Moore, later a co-founder of Intel. As Fairchild Semiconductor’s research director, he plotted the number of components in cost-efficient integrated circuits from 1959 to 1964. His 1965 Electronics article, Cramming More Components Onto Integrated Circuits, projected that the annual doubling would continue for ten years (source).

The original observation concerned components per integrated circuit at minimum cost per component, not a physical rule requiring every chip to double. In 1975, Moore revised the future rate from about one year to about two years per doubling.

Moore’s Law Graph

The semiconductor industry used the trend as a planning target for process, design and manufacturing development. Transistor count is only one measure: performance, power, memory, yield, packaging and cost do not improve at the same rate for every product.

Higher integration reduced the cost and size of many digital systems. Products such as beginner Arduino starter kits illustrate inexpensive embedded computing, but their capabilities should not be equated with a historical supercomputer without a defined workload.

At the 1975 IEEE International Electron Devices Meeting, Moore outlined several factors he believed were contributing to this exponential growth:

  • Improved process control and yield
  • Increased die area while maintaining economically useful yield
  • Smaller device dimensions through lithography and process advances
  • More efficient circuit and device layouts, which Moore called circuit and device cleverness

Major Enabling Factors

Moore’s Law wouldn’t be viable without a few innovations by scientists and engineers over the years. This is the timeline of the factors that enabled Moore’s Law:

WhenWhoWhereWhatWhy
1947John BardeenWalter BrattainBuilt first working transistor
1958Jack KilbyTexas InstrumentsPatented the principle of integration and created the first prototype of an integrated circuit and commercialized them
Kurt LehovecSprague Electric CompanyInvented a way to isolate components on a semiconductor
Robert NoyceFairchild SemiconductorCreated a way to connect components on an IC by aluminum metallization
Jean HoerniPlanar technology based the improved version of insulation
1960Group of Jay Last’sFairchild SemiconductorMade the first operational semiconductor integrated circuit
1963Frank WanlassFrank Wanlass
Invented complementary metal-oxide-semiconductor (CMOS)
Allowed extremely dense and high-performance IC’s
1967Robert DennardIBMCreated dynamic random-access memory (DRAM)Enabled the possibility of fabricating single transistor memory cells (led to the invention of flash memory by Fujio Masuoka from   in the ’80s allowing low-cost high capacity memory in many devices)
1980Hiroshi ItoC Grant Wilson J. M. J. FrechetInvented chemically-amplified photoresist (5-10x more sensitive to UV light) – IBM introduced to DRAM productions mid-1980’s
1980
Kanti Jain
IMBCreated deep UV excimer laser photolithographyEnabled the smallest components of an IC to shrink even smaller (1990 800nanometer – 2016 10 nanometers)
Late 1990’sInnovations of interconnects from chemical-mechanical polishing or chemical-mechanical planarization (CMP)Enables improved wafer yield by additional layers of metal wires, closer spacing and lower electrical resistance (not a direct factor in smaller transistors, but a major development for improved IC’s)

Is Moore’s Law Still True

Moore’s Law remains a useful historical trend and an industry target, but its meaning and measured rate depend on the product and metric. It should not be treated as a precise natural law or a guarantee of performance growth.

Feature scaling still raises transistor density, but it cannot address every requirement for performance, energy, analogue behaviour or cost. Research to keep Moore’s Law alive now works alongside advances in architecture, materials, software and packaging.

Semiconductor roadmaps increasingly cover both dimensional scaling and system-level innovation. The phrase beyond Moore describes approaches that add value through functions, integration and packaging rather than transistor density alone.

Current development spans software, algorithms, architectures, circuits, devices, materials and advanced packaging. Different applications prioritise power, bandwidth, voltage, temperature stability, latency or cost.

A shared scaling target helped coordinate equipment, materials, design tools and manufacturing investments. It did not make product improvements automatic or uniform.

As density scaling becomes harder and more expensive, designers use chiplets, three-dimensional integration, specialised accelerators and new memory or interconnect approaches. Each option introduces its own yield, power, thermal and software tradeoffs.

Hardware and software co-design can improve useful performance when simple transistor scaling is insufficient. Cloud systems, wireless networks and quantum computers address different workloads and should not be treated as direct extensions of Moore’s transistor-count observation.

Future progress will not follow one universal rate. It depends on application demand, research, capital, supply chains, manufacturing yield, standards and collaboration across the computing stack.

Moore’s Second Law

The primary driving force of economic growth is the growth of productivity. Moore’s Second Law (also known as Rock’s Law) looks at the economic flip side of semiconductor production.

Rock’s Law is commonly stated as the observation that the cost of leading semiconductor fabrication equipment or plants doubles about every four years. Gordon Moore attributed the idea to investor Arthur Rock. It is a rough economic trend, not a rule that consumer product prices must halve on the same schedule.

Moore’s Second Law

This second observation describes the rising capital required for leading-edge lithography, process equipment, clean rooms and manufacturing control.

Automation, wafer scale, yield and production volume can lower unit cost, but research, equipment, materials, energy and construction can raise the cost of each new process generation.

Unit cost does not always decrease. It depends on design area, yield, packaging, process maturity, volume and capital utilisation.

Rising capital cost can restrict leading-edge manufacturing to fewer organisations, but it does not define a fixed date when density growth or profitable production must stop.

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