ニューロモーフィック・コンピューティングの世界市場 2024-2028

概要

ニューロモーフィック・コンピューティング市場は、2023年から2028年にかけて9,618万米ドル、予測期間中のCAGRは24.13%で成長すると予測されています。

当レポートでは、ニューロモーフィック・コンピューティング市場の全体的な分析、市場規模・予測、動向、成長促進要因、課題、約25のベンダーを網羅したベンダー分析などを掲載しています。

現在の市場シナリオ、最新動向と促進要因、市場環境全体に関する最新分析を提供しています。同市場は、メモリ密度と処理能力の高いデバイスに対する需要の高まり、エッジコンピューティングからクラウドコンピューティングへのシフト、エンドユーザー産業における人工知能と機械学習の需要の増加によって牽引されています。

本調査では、エンドユーザー産業におけるインダストリー4.0の到来が、今後数年間のニューロモーフィック・コンピューティング市場成長を牽引する主要因の1つであると指摘しています。また、新しいニューロモルフィックAIチップの発売や提携・買収の増加が市場の大きな需要につながります。

目次

第1章 エグゼクティブサマリー

• 市場概要

第2章 市場情勢

• 市場エコシステム

第3章 市場規模

• 市場の定義
• 市場セグメント分析
• 市場規模 2023
• 市場の見通し 2023-2028

第4章 市場規模実績

• ニューロモーフィック・コンピューティングの世界市場 2018-2022
• 部品セグメント分析 2018-2022
• タイプセグメント分析 2018-2022
• 地域別セグメント分析 2018-2022
• 国別セグメント分析 2018-2022

第5章 ファイブフォース分析

• ファイブフォースの要約
• 買い手の交渉力
• 供給企業の交渉力
• 新規参入業者の脅威
• 代替品の脅威
• 競争の脅威
• 市況

第6章 市場セグメンテーション：コンポーネント別

• 市場セグメント
• 比較：コンポーネント別
• ハードウェア：市場規模と予測 2023-2028
• ソフトウェア：市場規模と予測 2023-2028
• 市場機会：コンポーネント別

第7章 市場セグメンテーション：タイプ別

• 市場セグメント
• 比較：タイプ別
• エッジコンピューティング：市場規模と予測 2023-2028
• クラウドコンピューティング：市場規模と予測 2023-2028
• 市場機会：タイプ別

第8章 顧客情勢

• 顧客情勢の概要

第9章 地域別情勢

• 地域別セグメンテーション
• 地域別比較
• 北米：市場規模と予測 2023-2028
• 欧州：市場規模と予測 2023-2028
• アジア：市場規模と予測 2023-2028
• 世界のその他の地域：市場規模と予測 2023-2028
• 米国：市場規模と予測 2023-2028
• 中国：市場規模と予測 2023-2028
• ドイツ：市場規模と予測 2023-2028
• 英国：市場規模と予測 2023-2028
• フランス：市場規模と予測 2023-2028
• 市場機会：地域情勢別

第10章 促進要因、課題、および動向

• 市場促進要因
• 市場の課題
• 促進要因と課題の影響
• 市場動向

第11章 ベンダー情勢

• 概要
• ベンダー情勢
• 混乱の状況
• 業界のリスク

第12章 ベンダー分析

• 対象ベンダー
• ベンダーの市場ポジショニング
• Accenture Plc
• BrainChip Holdings Ltd
• CEA
• General Vision Inc.
• GrAI Matter Labs Inc.
• Hewlett Packard Enterprise Co.
• Intel Corp.
• International Business Machines Corp.
• Knowm Inc.
• Numenta Inc.
• Samsung Electronics Co. Ltd.
• SK hynix Co. Ltd.
• The Boeing Co.

第13章 付録

Exhibits:

• Exhibits1: Executive Summary - Chart on Market Overview
• Exhibits2: Executive Summary - Data Table on Market Overview
• Exhibits3: Executive Summary - Chart on Global Market Characteristics
• Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
• Exhibits5: Executive Summary - Chart on Market Segmentation by Component
• Exhibits6: Executive Summary - Chart on Market Segmentation by Type
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Vendor Market Positioning
• Exhibits10: Parent market
• Exhibits11: Market Characteristics
• Exhibits12: Offerings of vendors included in the market definition
• Exhibits13: Market segments
• Exhibits14: Chart on Global - Market size and forecast 2023-2028 ($ million)
• Exhibits15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
• Exhibits16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits18: Historic Market Size - Data Table on global neuromorphic computing market 2018 - 2022 ($ million)
• Exhibits19: Historic Market Size - Component Segment 2018 - 2022 ($ million)
• Exhibits20: Historic Market Size - Type Segment 2018 - 2022 ($ million)
• Exhibits21: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• Exhibits22: Historic Market Size - Country Segment 2018 - 2022 ($ million)
• Exhibits23: Five forces analysis - Comparison between 2023 and 2028
• Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028
• Exhibits25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• Exhibits26: Threat of new entrants - Impact of key factors in 2023 and 2028
• Exhibits27: Threat of substitutes - Impact of key factors in 2023 and 2028
• Exhibits28: Threat of rivalry - Impact of key factors in 2023 and 2028
• Exhibits29: Chart on Market condition - Five forces 2023 and 2028
• Exhibits30: Chart on Component - Market share 2023-2028 (%)
• Exhibits31: Data Table on Component - Market share 2023-2028 (%)
• Exhibits32: Chart on Comparison by Component
• Exhibits33: Data Table on Comparison by Component
• Exhibits34: Chart on Hardware - Market size and forecast 2023-2028 ($ million)
• Exhibits35: Data Table on Hardware - Market size and forecast 2023-2028 ($ million)
• Exhibits36: Chart on Hardware - Year-over-year growth 2023-2028 (%)
• Exhibits37: Data Table on Hardware - Year-over-year growth 2023-2028 (%)
• Exhibits38: Chart on Software - Market size and forecast 2023-2028 ($ million)
• Exhibits39: Data Table on Software - Market size and forecast 2023-2028 ($ million)
• Exhibits40: Chart on Software - Year-over-year growth 2023-2028 (%)
• Exhibits41: Data Table on Software - Year-over-year growth 2023-2028 (%)
• Exhibits42: Market opportunity by Component ($ million)
• Exhibits43: Data Table on Market opportunity by Component ($ million)
• Exhibits44: Chart on Type - Market share 2023-2028 (%)
• Exhibits45: Data Table on Type - Market share 2023-2028 (%)
• Exhibits46: Chart on Comparison by Type
• Exhibits47: Data Table on Comparison by Type
• Exhibits48: Chart on Edge computing - Market size and forecast 2023-2028 ($ million)
• Exhibits49: Data Table on Edge computing - Market size and forecast 2023-2028 ($ million)
• Exhibits50: Chart on Edge computing - Year-over-year growth 2023-2028 (%)
• Exhibits51: Data Table on Edge computing - Year-over-year growth 2023-2028 (%)
• Exhibits52: Chart on Cloud computing - Market size and forecast 2023-2028 ($ million)
• Exhibits53: Data Table on Cloud computing - Market size and forecast 2023-2028 ($ million)
• Exhibits54: Chart on Cloud computing - Year-over-year growth 2023-2028 (%)
• Exhibits55: Data Table on Cloud computing - Year-over-year growth 2023-2028 (%)
• Exhibits56: Market opportunity by Type ($ million)
• Exhibits57: Data Table on Market opportunity by Type ($ million)
• Exhibits58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits59: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits60: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits61: Chart on Geographic comparison
• Exhibits62: Data Table on Geographic comparison
• Exhibits63: Chart on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits64: Data Table on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits65: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibits66: Data Table on North America - Year-over-year growth 2023-2028 (%)
• Exhibits67: Chart on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits68: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits69: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits70: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits71: Chart on Asia - Market size and forecast 2023-2028 ($ million)
• Exhibits72: Data Table on Asia - Market size and forecast 2023-2028 ($ million)
• Exhibits73: Chart on Asia - Year-over-year growth 2023-2028 (%)
• Exhibits74: Data Table on Asia - Year-over-year growth 2023-2028 (%)
• Exhibits75: Chart on Rest of World (ROW) - Market size and forecast 2023-2028 ($ million)
• Exhibits76: Data Table on Rest of World (ROW) - Market size and forecast 2023-2028 ($ million)
• Exhibits77: Chart on Rest of World (ROW) - Year-over-year growth 2023-2028 (%)
• Exhibits78: Data Table on Rest of World (ROW) - Year-over-year growth 2023-2028 (%)
• Exhibits79: Chart on US - Market size and forecast 2023-2028 ($ million)
• Exhibits80: Data Table on US - Market size and forecast 2023-2028 ($ million)
• Exhibits81: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibits82: Data Table on US - Year-over-year growth 2023-2028 (%)
• Exhibits83: Chart on China - Market size and forecast 2023-2028 ($ million)
• Exhibits84: Data Table on China - Market size and forecast 2023-2028 ($ million)
• Exhibits85: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibits86: Data Table on China - Year-over-year growth 2023-2028 (%)
• Exhibits87: Chart on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits88: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits89: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits90: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits91: Chart on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits92: Data Table on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits93: Chart on UK - Year-over-year growth 2023-2028 (%)
• Exhibits94: Data Table on UK - Year-over-year growth 2023-2028 (%)
• Exhibits95: Chart on France - Market size and forecast 2023-2028 ($ million)
• Exhibits96: Data Table on France - Market size and forecast 2023-2028 ($ million)
• Exhibits97: Chart on France - Year-over-year growth 2023-2028 (%)
• Exhibits98: Data Table on France - Year-over-year growth 2023-2028 (%)
• Exhibits99: Market opportunity By Geographical Landscape ($ million)
• Exhibits100: Data Tables on Market opportunity By Geographical Landscape ($ million)
• Exhibits101: Impact of drivers and challenges in 2023 and 2028
• Exhibits102: Overview on Criticality of inputs and Factors of differentiation
• Exhibits103: Overview on factors of disruption
• Exhibits104: Impact of key risks on business
• Exhibits105: Vendors covered
• Exhibits106: Matrix on vendor position and classification
• Exhibits107: Accenture Plc - Overview
• Exhibits108: Accenture Plc - Business segments
• Exhibits109: Accenture Plc - Key news
• Exhibits110: Accenture Plc - Key offerings
• Exhibits111: Accenture Plc - Segment focus
• Exhibits112: BrainChip Holdings Ltd - Overview
• Exhibits113: BrainChip Holdings Ltd - Product / Service
• Exhibits114: BrainChip Holdings Ltd - Key offerings
• Exhibits115: CEA - Overview
• Exhibits116: CEA - Product / Service
• Exhibits117: CEA - Key offerings
• Exhibits118: General Vision Inc. - Overview
• Exhibits119: General Vision Inc. - Product / Service
• Exhibits120: General Vision Inc. - Key offerings
• Exhibits121: GrAI Matter Labs Inc. - Overview
• Exhibits122: GrAI Matter Labs Inc. - Product / Service
• Exhibits123: GrAI Matter Labs Inc. - Key offerings
• Exhibits124: Hewlett Packard Enterprise Co. - Overview
• Exhibits125: Hewlett Packard Enterprise Co. - Business segments
• Exhibits126: Hewlett Packard Enterprise Co. - Key news
• Exhibits127: Hewlett Packard Enterprise Co. - Key offerings
• Exhibits128: Hewlett Packard Enterprise Co. - Segment focus
• Exhibits129: Intel Corp. - Overview
• Exhibits130: Intel Corp. - Business segments
• Exhibits131: Intel Corp. - Key news
• Exhibits132: Intel Corp. - Key offerings
• Exhibits133: Intel Corp. - Segment focus
• Exhibits134: International Business Machines Corp. - Overview
• Exhibits135: International Business Machines Corp. - Business segments
• Exhibits136: International Business Machines Corp. - Key news
• Exhibits137: International Business Machines Corp. - Key offerings
• Exhibits138: International Business Machines Corp. - Segment focus
• Exhibits139: Knowm Inc. - Overview
• Exhibits140: Knowm Inc. - Product / Service
• Exhibits141: Knowm Inc. - Key offerings
• Exhibits142: Numenta Inc. - Overview
• Exhibits143: Numenta Inc. - Product / Service
• Exhibits144: Numenta Inc. - Key offerings
• Exhibits145: Samsung Electronics Co. Ltd. - Overview
• Exhibits146: Samsung Electronics Co. Ltd. - Business segments
• Exhibits147: Samsung Electronics Co. Ltd. - Key news
• Exhibits148: Samsung Electronics Co. Ltd. - Key offerings
• Exhibits149: Samsung Electronics Co. Ltd. - Segment focus
• Exhibits150: SK hynix Co. Ltd. - Overview
• Exhibits151: SK hynix Co. Ltd. - Product / Service
• Exhibits152: SK hynix Co. Ltd. - Key offerings
• Exhibits153: The Boeing Co. - Overview
• Exhibits154: The Boeing Co. - Business segments
• Exhibits155: The Boeing Co. - Key offerings
• Exhibits156: The Boeing Co. - Segment focus
• Exhibits157: Inclusions checklist
• Exhibits158: Exclusions checklist
• Exhibits159: Currency conversion rates for US$
• Exhibits160: Research methodology
• Exhibits161: Validation techniques employed for market sizing
• Exhibits162: Information sources
• Exhibits163: List of abbreviations

Abstract

The neuromorphic computing market is forecasted to grow by USD 96.18 mn during 2023-2028, accelerating at a CAGR of 24.13% during the forecast period. The report on the neuromorphic computing market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by rising demand for memory density and high-processing power devices, shift from edge computing to cloud computing, and increase in demand for artificial intelligence and machine learning in end-user industries.

Technavio's neuromorphic computing market is segmented as below:

By Component

• Hardware
• Software

By Type

• Edge computing
• Cloud computing

By Geographical Landscape

• North America
• Europe
• Asia
• Rest of World (ROW)

This study identifies the advent of Industry 4.0 in end-user industries as one of the prime reasons driving the neuromorphic computing market growth during the next few years. Also, new neuromorphic AI chips launches and increasing number of partnerships and acquisitions will lead to sizable demand in the market.

The report on the neuromorphic computing market covers the following areas:

• Neuromorphic computing market sizing
• Neuromorphic computing market forecast
• Neuromorphic computing market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading neuromorphic computing market vendors that include Accenture Plc, BrainChip Holdings Ltd, CEA, General Vision Inc., GrAI Matter Labs Inc., Hewlett Packard Enterprise Co., Intel Corp., International Business Machines Corp., Knowm Inc., Numenta Inc., Samsung Electronics Co. Ltd., SK hynix Co. Ltd., and The Boeing Co.. Also, the neuromorphic computing market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
• Exhibit 01: Executive Summary - Chart on Market Overview
• Exhibit 02: Executive Summary - Data Table on Market Overview
• Exhibit 03: Executive Summary - Chart on Global Market Characteristics
• Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
• Exhibit 05: Executive Summary - Chart on Market Segmentation by Component
• Exhibit 06: Executive Summary - Chart on Market Segmentation by Type
• Exhibit 07: Executive Summary - Chart on Incremental Growth
• Exhibit 08: Executive Summary - Data Table on Incremental Growth
• Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
• Exhibit 10: Parent market
• Exhibit 11: Market Characteristics

3 Market Sizing

• 3.1 Market definition
• Exhibit 12: Offerings of vendors included in the market definition
• 3.2 Market segment analysis
• Exhibit 13: Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
• Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ million)
• Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global neuromorphic computing market 2018 - 2022
• Exhibit 18: Historic Market Size - Data Table on global neuromorphic computing market 2018 - 2022 ($ million)
• 4.2 Component Segment Analysis 2018 - 2022
• Exhibit 19: Historic Market Size - Component Segment 2018 - 2022 ($ million)
• 4.3 Type Segment Analysis 2018 - 2022
• Exhibit 20: Historic Market Size - Type Segment 2018 - 2022 ($ million)
• 4.4 Geography Segment Analysis 2018 - 2022
• Exhibit 21: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• 4.5 Country Segment Analysis 2018 - 2022
• Exhibit 22: Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
• Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
• Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
• Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
• Exhibit 26: Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
• Exhibit 27: Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
• Exhibit 28: Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
• Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by Component

• 6.1 Market segments
• Exhibit 30: Chart on Component - Market share 2023-2028 (%)
• Exhibit 31: Data Table on Component - Market share 2023-2028 (%)
• 6.2 Comparison by Component
• Exhibit 32: Chart on Comparison by Component
• Exhibit 33: Data Table on Comparison by Component
• 6.3 Hardware - Market size and forecast 2023-2028
• Exhibit 34: Chart on Hardware - Market size and forecast 2023-2028 ($ million)
• Exhibit 35: Data Table on Hardware - Market size and forecast 2023-2028 ($ million)
• Exhibit 36: Chart on Hardware - Year-over-year growth 2023-2028 (%)
• Exhibit 37: Data Table on Hardware - Year-over-year growth 2023-2028 (%)
• 6.4 Software - Market size and forecast 2023-2028
• Exhibit 38: Chart on Software - Market size and forecast 2023-2028 ($ million)
• Exhibit 39: Data Table on Software - Market size and forecast 2023-2028 ($ million)
• Exhibit 40: Chart on Software - Year-over-year growth 2023-2028 (%)
• Exhibit 41: Data Table on Software - Year-over-year growth 2023-2028 (%)
• 6.5 Market opportunity by Component
• Exhibit 42: Market opportunity by Component ($ million)
• Exhibit 43: Data Table on Market opportunity by Component ($ million)

7 Market Segmentation by Type

• 7.1 Market segments
• Exhibit 44: Chart on Type - Market share 2023-2028 (%)
• Exhibit 45: Data Table on Type - Market share 2023-2028 (%)
• 7.2 Comparison by Type
• Exhibit 46: Chart on Comparison by Type
• Exhibit 47: Data Table on Comparison by Type
• 7.3 Edge computing - Market size and forecast 2023-2028
• Exhibit 48: Chart on Edge computing - Market size and forecast 2023-2028 ($ million)
• Exhibit 49: Data Table on Edge computing - Market size and forecast 2023-2028 ($ million)
• Exhibit 50: Chart on Edge computing - Year-over-year growth 2023-2028 (%)
• Exhibit 51: Data Table on Edge computing - Year-over-year growth 2023-2028 (%)
• 7.4 Cloud computing - Market size and forecast 2023-2028
• Exhibit 52: Chart on Cloud computing - Market size and forecast 2023-2028 ($ million)
• Exhibit 53: Data Table on Cloud computing - Market size and forecast 2023-2028 ($ million)
• Exhibit 54: Chart on Cloud computing - Year-over-year growth 2023-2028 (%)
• Exhibit 55: Data Table on Cloud computing - Year-over-year growth 2023-2028 (%)
• 7.5 Market opportunity by Type
• Exhibit 56: Market opportunity by Type ($ million)
• Exhibit 57: Data Table on Market opportunity by Type ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
• Exhibit 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
• Exhibit 59: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibit 60: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
• Exhibit 61: Chart on Geographic comparison
• Exhibit 62: Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
• Exhibit 63: Chart on North America - Market size and forecast 2023-2028 ($ million)
• Exhibit 64: Data Table on North America - Market size and forecast 2023-2028 ($ million)
• Exhibit 65: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibit 66: Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
• Exhibit 67: Chart on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibit 68: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibit 69: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibit 70: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 Asia - Market size and forecast 2023-2028
• Exhibit 71: Chart on Asia - Market size and forecast 2023-2028 ($ million)
• Exhibit 72: Data Table on Asia - Market size and forecast 2023-2028 ($ million)
• Exhibit 73: Chart on Asia - Year-over-year growth 2023-2028 (%)
• Exhibit 74: Data Table on Asia - Year-over-year growth 2023-2028 (%)
• 9.6 Rest of World (ROW) - Market size and forecast 2023-2028
• Exhibit 75: Chart on Rest of World (ROW) - Market size and forecast 2023-2028 ($ million)
• Exhibit 76: Data Table on Rest of World (ROW) - Market size and forecast 2023-2028 ($ million)
• Exhibit 77: Chart on Rest of World (ROW) - Year-over-year growth 2023-2028 (%)
• Exhibit 78: Data Table on Rest of World (ROW) - Year-over-year growth 2023-2028 (%)
• 9.7 US - Market size and forecast 2023-2028
• Exhibit 79: Chart on US - Market size and forecast 2023-2028 ($ million)
• Exhibit 80: Data Table on US - Market size and forecast 2023-2028 ($ million)
• Exhibit 81: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibit 82: Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.8 China - Market size and forecast 2023-2028
• Exhibit 83: Chart on China - Market size and forecast 2023-2028 ($ million)
• Exhibit 84: Data Table on China - Market size and forecast 2023-2028 ($ million)
• Exhibit 85: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibit 86: Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.9 Germany - Market size and forecast 2023-2028
• Exhibit 87: Chart on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibit 88: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibit 89: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibit 90: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.10 UK - Market size and forecast 2023-2028
• Exhibit 91: Chart on UK - Market size and forecast 2023-2028 ($ million)
• Exhibit 92: Data Table on UK - Market size and forecast 2023-2028 ($ million)
• Exhibit 93: Chart on UK - Year-over-year growth 2023-2028 (%)
• Exhibit 94: Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.11 France - Market size and forecast 2023-2028
• Exhibit 95: Chart on France - Market size and forecast 2023-2028 ($ million)
• Exhibit 96: Data Table on France - Market size and forecast 2023-2028 ($ million)
• Exhibit 97: Chart on France - Year-over-year growth 2023-2028 (%)
• Exhibit 98: Data Table on France - Year-over-year growth 2023-2028 (%)
• 9.12 Market opportunity By Geographical Landscape
• Exhibit 99: Market opportunity By Geographical Landscape ($ million)
• Exhibit 100: Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Trends

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
• Exhibit 101: Impact of drivers and challenges in 2023 and 2028
• 10.4 Market trends

11 Vendor Landscape

• 11.1 Overview
• 11.2 Vendor landscape
• Exhibit 102: Overview on Criticality of inputs and Factors of differentiation
• 11.3 Landscape disruption
• Exhibit 103: Overview on factors of disruption
• 11.4 Industry risks
• Exhibit 104: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered
• Exhibit 105: Vendors covered
• 12.2 Market positioning of vendors
• Exhibit 106: Matrix on vendor position and classification
• 12.3 Accenture Plc
• Exhibit 107: Accenture Plc - Overview
• Exhibit 108: Accenture Plc - Business segments
• Exhibit 109: Accenture Plc - Key news
• Exhibit 110: Accenture Plc - Key offerings
• Exhibit 111: Accenture Plc - Segment focus
• 12.4 BrainChip Holdings Ltd
• Exhibit 112: BrainChip Holdings Ltd - Overview
• Exhibit 113: BrainChip Holdings Ltd - Product / Service
• Exhibit 114: BrainChip Holdings Ltd - Key offerings
• 12.5 CEA
• Exhibit 115: CEA - Overview
• Exhibit 116: CEA - Product / Service
• Exhibit 117: CEA - Key offerings
• 12.6 General Vision Inc.
• Exhibit 118: General Vision Inc. - Overview
• Exhibit 119: General Vision Inc. - Product / Service
• Exhibit 120: General Vision Inc. - Key offerings
• 12.7 GrAI Matter Labs Inc.
• Exhibit 121: GrAI Matter Labs Inc. - Overview
• Exhibit 122: GrAI Matter Labs Inc. - Product / Service
• Exhibit 123: GrAI Matter Labs Inc. - Key offerings
• 12.8 Hewlett Packard Enterprise Co.
• Exhibit 124: Hewlett Packard Enterprise Co. - Overview
• Exhibit 125: Hewlett Packard Enterprise Co. - Business segments
• Exhibit 126: Hewlett Packard Enterprise Co. - Key news
• Exhibit 127: Hewlett Packard Enterprise Co. - Key offerings
• Exhibit 128: Hewlett Packard Enterprise Co. - Segment focus
• 12.9 Intel Corp.
• Exhibit 129: Intel Corp. - Overview
• Exhibit 130: Intel Corp. - Business segments
• Exhibit 131: Intel Corp. - Key news
• Exhibit 132: Intel Corp. - Key offerings
• Exhibit 133: Intel Corp. - Segment focus
• 12.10 International Business Machines Corp.
• Exhibit 134: International Business Machines Corp. - Overview
• Exhibit 135: International Business Machines Corp. - Business segments
• Exhibit 136: International Business Machines Corp. - Key news
• Exhibit 137: International Business Machines Corp. - Key offerings
• Exhibit 138: International Business Machines Corp. - Segment focus
• 12.11 Knowm Inc.
• Exhibit 139: Knowm Inc. - Overview
• Exhibit 140: Knowm Inc. - Product / Service
• Exhibit 141: Knowm Inc. - Key offerings
• 12.12 Numenta Inc.
• Exhibit 142: Numenta Inc. - Overview
• Exhibit 143: Numenta Inc. - Product / Service
• Exhibit 144: Numenta Inc. - Key offerings
• 12.13 Samsung Electronics Co. Ltd.
• Exhibit 145: Samsung Electronics Co. Ltd. - Overview
• Exhibit 146: Samsung Electronics Co. Ltd. - Business segments
• Exhibit 147: Samsung Electronics Co. Ltd. - Key news
• Exhibit 148: Samsung Electronics Co. Ltd. - Key offerings
• Exhibit 149: Samsung Electronics Co. Ltd. - Segment focus
• 12.14 SK hynix Co. Ltd.
• Exhibit 150: SK hynix Co. Ltd. - Overview
• Exhibit 151: SK hynix Co. Ltd. - Product / Service
• Exhibit 152: SK hynix Co. Ltd. - Key offerings
• 12.15 The Boeing Co.
• Exhibit 153: The Boeing Co. - Overview
• Exhibit 154: The Boeing Co. - Business segments
• Exhibit 155: The Boeing Co. - Key offerings
• Exhibit 156: The Boeing Co. - Segment focus

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
• Exhibit 157: Inclusions checklist
• Exhibit 158: Exclusions checklist
• 13.3 Currency conversion rates for US$
• Exhibit 159: Currency conversion rates for US$
• 13.4 Research methodology
• Exhibit 160: Research methodology
• Exhibit 161: Validation techniques employed for market sizing
• Exhibit 162: Information sources
• 13.5 List of abbreviations
• Exhibit 163: List of abbreviations