List of Tables
Table 1. Global Machine Learning in Chip Design Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Supervised Learning
Table 3. Key Players of Semi-supervised Learning
Table 4. Key Players of Unsupervised Learning
Table 5. Key Players of Reinforcement Learning
Table 6. Global Machine Learning in Chip Design Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global Machine Learning in Chip Design Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 8. Global Machine Learning in Chip Design Market Size by Region (2020-2025) & (US$ Million)
Table 9. Global Machine Learning in Chip Design Market Share by Region (2020-2025)
Table 10. Global Machine Learning in Chip Design Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 11. Global Machine Learning in Chip Design Market Share by Region (2026-2031)
Table 12. Machine Learning in Chip Design Market Trends
Table 13. Machine Learning in Chip Design Market Drivers
Table 14. Machine Learning in Chip Design Market Challenges
Table 15. Machine Learning in Chip Design Market Restraints
Table 16. Global Machine Learning in Chip Design Revenue by Players (2020-2025) & (US$ Million)
Table 17. Global Machine Learning in Chip Design Market Share by Players (2020-2025)
Table 18. Global Top Machine Learning in Chip Design Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Chip Design as of 2024)
Table 19. Ranking of Global Top Machine Learning in Chip Design Companies by Revenue (US$ Million) in 2024
Table 20. Global 5 Largest Players Market Share by Machine Learning in Chip Design Revenue (CR5 and HHI) & (2020-2025)
Table 21. Global Key Players of Machine Learning in Chip Design, Headquarters and Area Served
Table 22. Global Key Players of Machine Learning in Chip Design, Product and Application
Table 23. Global Key Players of Machine Learning in Chip Design, Date of Enter into This Industry
Table 24. Mergers & Acquisitions, Expansion Plans
Table 25. Global Machine Learning in Chip Design Market Size by Type (2020-2025) & (US$ Million)
Table 26. Global Machine Learning in Chip Design Revenue Market Share by Type (2020-2025)
Table 27. Global Machine Learning in Chip Design Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 28. Global Machine Learning in Chip Design Revenue Market Share by Type (2026-2031)
Table 29. Global Machine Learning in Chip Design Market Size by Application (2020-2025) & (US$ Million)
Table 30. Global Machine Learning in Chip Design Revenue Market Share by Application (2020-2025)
Table 31. Global Machine Learning in Chip Design Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 32. Global Machine Learning in Chip Design Revenue Market Share by Application (2026-2031)
Table 33. North America Machine Learning in Chip Design Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 34. North America Machine Learning in Chip Design Market Size by Country (2020-2025) & (US$ Million)
Table 35. North America Machine Learning in Chip Design Market Size by Country (2026-2031) & (US$ Million)
Table 36. Europe Machine Learning in Chip Design Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 37. Europe Machine Learning in Chip Design Market Size by Country (2020-2025) & (US$ Million)
Table 38. Europe Machine Learning in Chip Design Market Size by Country (2026-2031) & (US$ Million)
Table 39. Asia-Pacific Machine Learning in Chip Design Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 40. Asia-Pacific Machine Learning in Chip Design Market Size by Region (2020-2025) & (US$ Million)
Table 41. Asia-Pacific Machine Learning in Chip Design Market Size by Region (2026-2031) & (US$ Million)
Table 42. Latin America Machine Learning in Chip Design Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 43. Latin America Machine Learning in Chip Design Market Size by Country (2020-2025) & (US$ Million)
Table 44. Latin America Machine Learning in Chip Design Market Size by Country (2026-2031) & (US$ Million)
Table 45. Middle East & Africa Machine Learning in Chip Design Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 46. Middle East & Africa Machine Learning in Chip Design Market Size by Country (2020-2025) & (US$ Million)
Table 47. Middle East & Africa Machine Learning in Chip Design Market Size by Country (2026-2031) & (US$ Million)
Table 48. IBM Company Details
Table 49. IBM Business Overview
Table 50. IBM Machine Learning in Chip Design Product
Table 51. IBM Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 52. IBM Recent Development
Table 53. Applied Materials Company Details
Table 54. Applied Materials Business Overview
Table 55. Applied Materials Machine Learning in Chip Design Product
Table 56. Applied Materials Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 57. Applied Materials Recent Development
Table 58. Siemens Company Details
Table 59. Siemens Business Overview
Table 60. Siemens Machine Learning in Chip Design Product
Table 61. Siemens Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 62. Siemens Recent Development
Table 63. Google(Alphabet) Company Details
Table 64. Google(Alphabet) Business Overview
Table 65. Google(Alphabet) Machine Learning in Chip Design Product
Table 66. Google(Alphabet) Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 67. Google(Alphabet) Recent Development
Table 68. Cadence Design Systems Company Details
Table 69. Cadence Design Systems Business Overview
Table 70. Cadence Design Systems Machine Learning in Chip Design Product
Table 71. Cadence Design Systems Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 72. Cadence Design Systems Recent Development
Table 73. Synopsys Company Details
Table 74. Synopsys Business Overview
Table 75. Synopsys Machine Learning in Chip Design Product
Table 76. Synopsys Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 77. Synopsys Recent Development
Table 78. Intel Company Details
Table 79. Intel Business Overview
Table 80. Intel Machine Learning in Chip Design Product
Table 81. Intel Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 82. Intel Recent Development
Table 83. NVIDIA Company Details
Table 84. NVIDIA Business Overview
Table 85. NVIDIA Machine Learning in Chip Design Product
Table 86. NVIDIA Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 87. NVIDIA Recent Development
Table 88. Mentor Graphics Company Details
Table 89. Mentor Graphics Business Overview
Table 90. Mentor Graphics Machine Learning in Chip Design Product
Table 91. Mentor Graphics Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 92. Mentor Graphics Recent Development
Table 93. Flex Logix Technologies Company Details
Table 94. Flex Logix Technologies Business Overview
Table 95. Flex Logix Technologies Machine Learning in Chip Design Product
Table 96. Flex Logix Technologies Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 97. Flex Logix Technologies Recent Development
Table 98. Arm Limited Company Details
Table 99. Arm Limited Business Overview
Table 100. Arm Limited Machine Learning in Chip Design Product
Table 101. Arm Limited Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 102. Arm Limited Recent Development
Table 103. Kneron Company Details
Table 104. Kneron Business Overview
Table 105. Kneron Machine Learning in Chip Design Product
Table 106. Kneron Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 107. Kneron Recent Development
Table 108. Graphcore Company Details
Table 109. Graphcore Business Overview
Table 110. Graphcore Machine Learning in Chip Design Product
Table 111. Graphcore Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 112. Graphcore Recent Development
Table 113. Hailo Company Details
Table 114. Hailo Business Overview
Table 115. Hailo Machine Learning in Chip Design Product
Table 116. Hailo Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 117. Hailo Recent Development
Table 118. Groq Company Details
Table 119. Groq Business Overview
Table 120. Groq Machine Learning in Chip Design Product
Table 121. Groq Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 122. Groq Recent Development
Table 123. Mythic AI Company Details
Table 124. Mythic AI Business Overview
Table 125. Mythic AI Machine Learning in Chip Design Product
Table 126. Mythic AI Revenue in Machine Learning in Chip Design Business (2020-2025) & (US$ Million)
Table 127. Mythic AI Recent Development
Table 128. Research Programs/Design for This Report
Table 129. Key Data Information from Secondary Sources
Table 130. Key Data Information from Primary Sources
Table 131. Authors List of This Report
List of Figures
Figure 1. Machine Learning in Chip Design Picture
Figure 2. Global Machine Learning in Chip Design Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Machine Learning in Chip Design Market Share by Type: 2024 VS 2031
Figure 4. Supervised Learning Features
Figure 5. Semi-supervised Learning Features
Figure 6. Unsupervised Learning Features
Figure 7. Reinforcement Learning Features
Figure 8. Global Machine Learning in Chip Design Market Size by Application (2020-2031) & (US$ Million)
Figure 9. Global Machine Learning in Chip Design Market Share by Application: 2024 VS 2031
Figure 10. IDM Case Studies
Figure 11. Foundry Case Studies
Figure 12. Machine Learning in Chip Design Report Years Considered
Figure 13. Global Machine Learning in Chip Design Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 14. Global Machine Learning in Chip Design Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 15. Global Machine Learning in Chip Design Market Share by Region: 2024 VS 2031
Figure 16. Global Machine Learning in Chip Design Market Share by Players in 2024
Figure 17. Global Top Machine Learning in Chip Design Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Chip Design as of 2024)
Figure 18. The Top 10 and 5 Players Market Share by Machine Learning in Chip Design Revenue in 2024
Figure 19. North America Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 20. North America Machine Learning in Chip Design Market Share by Country (2020-2031)
Figure 21. United States Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Canada Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Europe Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Machine Learning in Chip Design Market Share by Country (2020-2031)
Figure 25. Germany Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. France Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. U.K. Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Italy Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Russia Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Nordic Countries Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Asia-Pacific Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Machine Learning in Chip Design Market Share by Region (2020-2031)
Figure 33. China Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Japan Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. South Korea Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Southeast Asia Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. India Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Australia Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Latin America Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Machine Learning in Chip Design Market Share by Country (2020-2031)
Figure 41. Mexico Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Brazil Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Middle East & Africa Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Machine Learning in Chip Design Market Share by Country (2020-2031)
Figure 45. Turkey Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Saudi Arabia Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. UAE Machine Learning in Chip Design Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. IBM Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 49. Applied Materials Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 50. Siemens Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 51. Google(Alphabet) Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 52. Cadence Design Systems Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 53. Synopsys Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 54. Intel Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 55. NVIDIA Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 56. Mentor Graphics Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 57. Flex Logix Technologies Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 58. Arm Limited Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 59. Kneron Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 60. Graphcore Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 61. Hailo Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 62. Groq Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 63. Mythic AI Revenue Growth Rate in Machine Learning in Chip Design Business (2020-2025)
Figure 64. Bottom-up and Top-down Approaches for This Report
Figure 65. Data Triangulation
Figure 66. Key Executives Interviewed