ニューロモーフィックコンピューティング市場：オファリング、展開タイプ、用途、分野別-2025～2030年の世界予測

ニューロモーフィックコンピューティング市場は、2023年に3億8,066万米ドルと評価され、2024年には4億5,980万米ドルに達すると予測され、CAGR 21.44％で成長し、2030年には14億8,346万米ドルに達すると予測されています。

ニューロモーフィックコンピューティングは、脳のアーキテクチャと機能に着想を得たパラダイムであり、神経科学の原理を統合してコンピューティングシステムの効率と能力を向上させる。特に電力効率やリアルタイム処理など、古典的なコンピューティング・アーキテクチャの限界を克服する必要性を見出し、人工知能アプリケーションの発展に欠かせないものとなっています。これらの用途は、ロボット工学、自律システム、IoT機器、複雑なデータ分析など様々なセグメントに及び、最終用途に大きな広がりを見せています。市場の成長を支えているのは、先進的コンピューティング能力に対する需要の急増と、AIと機械学習の最適化への注目の高まりです。さらに、センサーの進化、IoTデバイスの普及、さまざまな産業におけるAI導入の増加が、ニューロモーフィックコンピューティングソリューションの需要を増幅させています。最新のビジネス機会は、医療診断の医療、自律走行車の自動車、産業オートメーションなどのセグメントにあります。しかし、主要課題としては、研究開発コストの高さ、標準化されたプロトコルの欠如、潜在的なユーザーの認知度の低さなどがあり、これらは採用率に影響を及ぼす可能性があります。エネルギー効率や処理速度を向上させる材料やアーキテクチャには、メモリスタのような新技術を用いたニューロモルフィックチップなど、技術革新の大きな機会があります。人間の脳の機能を忠実に再現した、スケーラブルで汎用性の高いコンピューティング・モデルの構築に焦点を当てた研究は、高いリターンを約束します。市場の性質はダイナミックで急速に進化しており、技術の進歩やセグメント横断的なコラボレーションがその原動力となっています。ニューロモーフィックコンピューティングの活用を目指す企業にとって、技術動向を常に把握し、学術界や産産業のリーダーとの強力な協力関係を育むことは、競争優位性を獲得するために不可欠です。技術的な障壁に対処し、認知度を高め、低消費電力で高性能なコンピューティングソリューションの革新を続けることが、潜在的な市場利益を獲得するための推奨戦略です。

市場力学：急速に進化するニューロモーフィックコンピューティング市場の主要市場洞察を公開

ニューロモーフィックコンピューティング市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネス機会の獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 集積回路（IC）全体の性能向上に対する需要の高まり
  • 世界の航空宇宙、防衛、軍事セグメントでのニューロモーフィックコンピューティング採用の増加
• 市場抑制要因
  • 初期投資コストの高さ、ニューロモーフィックコンピューティングの認知度の低さ
• 市場機会
  • 先進的神経科学とコンピューティング技術の研究開発への多額の投資
  • 音声コントロールやタッチレス・インターフェースのための全身ジェスチャー認識など、車載機能の高度化へのシフトの増加
• 市場課題
  • ニューロモルフィック・チップの技術的複雑性と複雑な設計に伴う懸念

ポーターのファイブフォース：ニューロモーフィックコンピューティング市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、ニューロモーフィックコンピューティング市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォースフレームワークは、企業の競合を評価し、戦略的機会を探るための明確な手法を記載しています。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これら洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：ニューロモーフィックコンピューティング市場における外部からの影響の把握

外部マクロ環境要因は、ニューロモーフィックコンピューティング市場の業績力学を形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を記載しています。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析：ニューロモーフィックコンピューティング市場における競合情勢の把握

ニューロモーフィックコンピューティング市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、セグメント化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニングマトリックス：ニューロモーフィックコンピューティング市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、ニューロモーフィックコンピューティング市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨：ニューロモーフィックコンピューティング市場における成功への道筋を描く

ニューロモーフィックコンピューティング市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネス機会を活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目セグメントを網羅した市場の包括的な分析を提供しています。

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力を評価します。

2.市場の開拓度：新興市場における成長機会を特定し、既存セグメントにおける拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを記載しています。

3.市場の多様化：最近の製品発売、未開拓の地域、産業の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発とイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています。

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、地域はどこか？

3.市場を形成する主要技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 集積回路（IC）の全体的な性能向上に対する需要の高まり
    • 世界中の航空宇宙、防衛、軍事セグメントでニューロモーフィックコンピューティングの採用が増加
  • 抑制要因
    • 初期投資コストが高く、ニューロモーフィックコンピューティングの認知度が低い
  • 機会
    • 先進的神経科学とコンピューティング技術の研究開発への多額の投資
    • 音声制御やタッチレスインターフェースの全身ジェスチャー認識など、先進的な自動車機能への移行が進む
  • 課題
    • ニューロモルフィックチップの技術的な複雑さと複雑な設計に関連する懸念
• 市場セグメンテーション分析
  • オファリング：ニューロモルフィックアルゴリズムを効率的に実行するためのニューロモーフィックコンピューティングソフトウェアの使用が増加
  • 分野：信頼性の高い意思決定プロセスにより、航空宇宙、軍事、防衛セグメントでニューロモーフィックコンピューティングの高いポテンシャルを発揮
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治
  • 経済
  • 社会
  • 技術
  • 法律
  • 環境

第6章 ニューロモーフィックコンピューティング市場：オファリング別

• イントロダクション
• ハードウェア
  • メモリ
  • プロセッサ
• ソフトウェア

第7章 ニューロモーフィックコンピューティング市場：展開タイプ別

• イントロダクション
• クラウド
• オンプレミス

第8章 ニューロモーフィックコンピューティング市場：用途別

• イントロダクション
• データマイニング
• 画像認識
• 信号認識

第9章 ニューロモーフィックコンピューティング市場：分野別

• イントロダクション
• 航空宇宙、軍事、防衛
• 自動車
• 民生用電子機器
• 産業
• ITと通信
• 医療
• スマートインフラと教育

第10章 南北アメリカのニューロモーフィックコンピューティング市場

• イントロダクション
• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第11章 アジア太平洋のニューロモーフィックコンピューティング市場

• イントロダクション
• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第12章 欧州・中東・アフリカのニューロモーフィックコンピューティング市場

• イントロダクション
• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第13章 競合情勢

• 市場シェア分析、2023年
• FPNVポジショニングマトリックス、2023年
• 競合シナリオ分析
  • PropheseeとQualcommが協力し、Snapdragonプラットフォーム向けのニューロモルフィックビジョンセンサーでモバイルイメージングに革命を起こす
  • Intel Labsは、11億5,000万のニューロンを搭載し、比類のないエネルギー効率でAIとロボット工学を変革する革新的なニューロモルフィックコンピューター、Hala Pointを発表
• 戦略分析と提言

企業一覧

• aiMotive
• Applied Brain Research
• Aspinity, Inc.
• BrainChip, Inc.
• DEEPX
• General Vision Inc.
• GrAI Matter Labs
• Hailo Technologies Ltd.
• Hewlett Packard Enterprise Company
• Imec International
• iniLabs
• Innatera Nanosystems
• Intel Corporation
• International Business Machines Corporation
• MediaTek Inc.
• Numenta, Inc.
• Prophesee
• PROPHESEE S.A.
• Qualcomm Incorporated
• Samsung Electronics Co., Ltd.
• Syntiant Corp.

LIST OF FIGURES

• FIGURE 1. NEUROMORPHIC COMPUTING MARKET RESEARCH PROCESS
• FIGURE 2. NEUROMORPHIC COMPUTING MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 15. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 17. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. NEUROMORPHIC COMPUTING MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 23. NEUROMORPHIC COMPUTING MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. NEUROMORPHIC COMPUTING MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. NEUROMORPHIC COMPUTING MARKET DYNAMICS
• TABLE 7. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY MEMORY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY PROCESSOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DATA MINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY IMAGE RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY SIGNAL RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY AEROSPACE, MILITARY & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY INDUSTRIAL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY IT & TELECOMMUNICATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY MEDICAL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY SMART INFRASTRUCTURE & EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 29. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 30. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 31. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 32. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 33. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 34. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 35. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 36. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 37. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 38. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 39. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 40. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 41. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 42. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 43. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 44. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 45. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 46. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 47. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 48. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 49. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 50. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 51. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 52. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 53. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 54. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 55. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 56. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 57. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 58. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 59. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 60. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 61. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 62. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 63. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 64. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 65. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 66. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 67. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 68. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 69. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 70. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 71. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 72. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 73. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 74. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 75. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 76. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 77. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 78. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 79. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 80. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 81. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 82. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 83. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 84. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 85. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 86. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 87. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 88. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 89. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 90. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 91. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 92. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 93. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 94. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 95. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 96. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 97. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 98. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 99. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 100. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 101. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 102. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 103. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 104. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 105. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 106. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 107. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 108. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 109. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 110. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 111. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 112. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 113. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 114. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 115. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 116. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 117. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 118. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 119. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 120. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 121. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 122. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 123. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 124. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 125. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 126. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 127. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 128. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 129. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 130. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 131. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 132. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 133. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 134. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 135. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 136. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 137. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 138. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 139. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 140. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 141. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 142. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 143. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 144. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 145. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 146. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 147. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 148. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 149. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 150. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 151. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 152. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 153. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 154. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 155. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 156. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 157. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 158. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 159. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 160. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 161. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 162. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 163. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 164. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 165. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 166. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 167. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 168. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 169. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 170. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 171. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 172. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 173. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 174. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 175. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 176. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 177. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 178. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 179. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 180. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 181. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 182. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 183. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 184. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 185. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 186. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 187. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 188. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 189. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 190. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 191. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 192. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 193. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 194. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 195. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 196. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 197. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 198. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 199. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 200. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 201. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 202. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 203. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 204. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 205. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 206. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 207. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 208. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 209. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 210. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 211. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 212. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 213. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 214. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 215. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 216. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 217. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 218. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 219. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 220. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 221. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 222. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 223. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 224. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 225. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 226. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 227. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 228. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 229. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 230. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 231. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 232. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 233. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 234. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 235. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 236. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 237. NEUROMORPHIC COMPUTING MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 238. NEUROMORPHIC COMPUTING MARKET, FPNV POSITIONING MATRIX, 2023

The Neuromorphic Computing Market was valued at USD 380.66 million in 2023, expected to reach USD 459.80 million in 2024, and is projected to grow at a CAGR of 21.44%, to USD 1,483.46 million by 2030.

Neuromorphic computing, a paradigm inspired by the brain's architecture and functioning, integrates principles of neuroscience to enhance the efficiency and capability of computing systems. It finds necessity in overcoming the limitations of classical computing architectures, particularly in power efficiency and real-time processing, making it crucial for advancing artificial intelligence applications. These applications span various sectors, including robotics, autonomous systems, IoT devices, and complex data analysis, providing substantial end-use scope. Market growth is underpinned by the surge in demand for advanced computing capabilities and the growing focus on AI and machine learning optimization. Furthermore, the evolution of sensors, the proliferation of IoT devices, and increasing AI deployment in various industries amplify the demand for neuromorphic computing solutions. The latest opportunities lie in sectors like healthcare for medical diagnostics, automotive for autonomous vehicles, and industrial automation. However, key challenges include high R&D costs, lack of standardized protocols, and limited awareness among potential users, which may affect adoption rates. There are significant opportunities for innovation in materials and architectures that can improve energy efficiency and processing speed, such as neuromorphic chips using emerging technologies like memristors. Research focused on creating scalable and versatile computing models that closely replicate human brain functionalities promises high returns. The market's nature is dynamic and rapidly evolving, driven by technological advancements and collaboration across disciplines. For businesses aiming to capitalize on neuromorphic computing, staying abreast of technological trends and fostering strong collaborations with academic and industry leaders is vital for gaining a competitive edge. Addressing technical barriers, promoting awareness, and continuing to innovate in low-power, high-performance computing solutions are recommended strategies for capturing potential market gains.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Neuromorphic Computing Market

The Neuromorphic Computing Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Increasing demand to improve the overall performance of integrated circuits (ICs)
  • Rising adoption of neuromorphic computing in aerospace, defense and military sectors worldwide
• Market Restraints
  • High initial investment costs and limited awareness of neuromorphic computing
• Market Opportunities
  • Significant investments in research and development of advanced neuroscience and computing technologies
  • Increasing shift towards advanced automotive feature, including voice control and full-body gesture recognition for touchless interfaces
• Market Challenges
  • Concerns associated with technical complexity and complicated designing of neuromorphic chips

Porter's Five Forces: A Strategic Tool for Navigating the Neuromorphic Computing Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Neuromorphic Computing Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Neuromorphic Computing Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Neuromorphic Computing Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Neuromorphic Computing Market

A detailed market share analysis in the Neuromorphic Computing Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Neuromorphic Computing Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Neuromorphic Computing Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Neuromorphic Computing Market

A strategic analysis of the Neuromorphic Computing Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Neuromorphic Computing Market, highlighting leading vendors and their innovative profiles. These include aiMotive, Applied Brain Research, Aspinity, Inc., BrainChip, Inc., DEEPX, General Vision Inc., GrAI Matter Labs, Hailo Technologies Ltd., Hewlett Packard Enterprise Company, Imec International, iniLabs, Innatera Nanosystems, Intel Corporation, International Business Machines Corporation, MediaTek Inc., Numenta, Inc., Prophesee, PROPHESEE S.A., Qualcomm Incorporated, Samsung Electronics Co., Ltd., and Syntiant Corp..

Market Segmentation & Coverage

This research report categorizes the Neuromorphic Computing Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Offering, market is studied across Hardware and Software. The Hardware is further studied across Memory and Processor.
• Based on Deployment Type, market is studied across Cloud and On-premises.
• Based on Application, market is studied across Data Mining, Image Recognition, and Signal Recognition.
• Based on Vertical, market is studied across Aerospace, Military & Defense, Automotive, Consumer Electronics, Industrial, IT & Telecommunication, Medical, and Smart Infrastructure & Education.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Increasing demand to improve the overall performance of integrated circuits (ICs)
    • 5.1.1.2. Rising adoption of neuromorphic computing in aerospace, defense and military sectors worldwide
  • 5.1.2. Restraints
    • 5.1.2.1. High initial investment costs and limited awareness of neuromorphic computing
  • 5.1.3. Opportunities
    • 5.1.3.1. Significant investments in research and development of advanced neuroscience and computing technologies
    • 5.1.3.2. Increasing shift towards advanced automotive feature, including voice control and full-body gesture recognition for touchless interfaces
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns associated with technical complexity and complicated designing of neuromorphic chips
• 5.2. Market Segmentation Analysis
  • 5.2.1. Offering: Growing usage of neuromorphic computing software to efficiently run neuromorphic algorithms
  • 5.2.2. Vertical: High potential of neuromorphic computing in aerospace, military & defense sector due to its reliable decision-making processes
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Neuromorphic Computing Market, by Offering

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Memory
  • 6.2.2. Processor
• 6.3. Software

7. Neuromorphic Computing Market, by Deployment Type

• 7.1. Introduction
• 7.2. Cloud
• 7.3. On-premises

8. Neuromorphic Computing Market, by Application

• 8.1. Introduction
• 8.2. Data Mining
• 8.3. Image Recognition
• 8.4. Signal Recognition

9. Neuromorphic Computing Market, by Vertical

• 9.1. Introduction
• 9.2. Aerospace, Military & Defense
• 9.3. Automotive
• 9.4. Consumer Electronics
• 9.5. Industrial
• 9.6. IT & Telecommunication
• 9.7. Medical
• 9.8. Smart Infrastructure & Education

10. Americas Neuromorphic Computing Market

• 10.1. Introduction
• 10.2. Argentina
• 10.3. Brazil
• 10.4. Canada
• 10.5. Mexico
• 10.6. United States

11. Asia-Pacific Neuromorphic Computing Market

• 11.1. Introduction
• 11.2. Australia
• 11.3. China
• 11.4. India
• 11.5. Indonesia
• 11.6. Japan
• 11.7. Malaysia
• 11.8. Philippines
• 11.9. Singapore
• 11.10. South Korea
• 11.11. Taiwan
• 11.12. Thailand
• 11.13. Vietnam

12. Europe, Middle East & Africa Neuromorphic Computing Market

• 12.1. Introduction
• 12.2. Denmark
• 12.3. Egypt
• 12.4. Finland
• 12.5. France
• 12.6. Germany
• 12.7. Israel
• 12.8. Italy
• 12.9. Netherlands
• 12.10. Nigeria
• 12.11. Norway
• 12.12. Poland
• 12.13. Qatar
• 12.14. Russia
• 12.15. Saudi Arabia
• 12.16. South Africa
• 12.17. Spain
• 12.18. Sweden
• 12.19. Switzerland
• 12.20. Turkey
• 12.21. United Arab Emirates
• 12.22. United Kingdom

13. Competitive Landscape

• 13.1. Market Share Analysis, 2023
• 13.2. FPNV Positioning Matrix, 2023
• 13.3. Competitive Scenario Analysis
  • 13.3.1. Prophesee and Qualcomm collaborate to revolutionize mobile imaging with neuromorphic vision sensors for snapdragon platforms
  • 13.3.2. Intel Labs Unveils Hala Point, a revolutionary neuromorphic computer with 1.15 billion neurons to transform AI and robotics with unmatched energy efficiency
• 13.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. aiMotive
• 2. Applied Brain Research
• 3. Aspinity, Inc.
• 4. BrainChip, Inc.
• 5. DEEPX
• 6. General Vision Inc.
• 7. GrAI Matter Labs
• 8. Hailo Technologies Ltd.
• 9. Hewlett Packard Enterprise Company
• 10. Imec International
• 11. iniLabs
• 12. Innatera Nanosystems
• 13. Intel Corporation
• 14. International Business Machines Corporation
• 15. MediaTek Inc.
• 16. Numenta, Inc.
• 17. Prophesee
• 18. PROPHESEE S.A.
• 19. Qualcomm Incorporated
• 20. Samsung Electronics Co., Ltd.
• 21. Syntiant Corp.