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、コンピューティングモデル、アプリケーション、デプロイメント、エンドユーザー別-2025-2030年世界予測

ニューロモーフィック・コンピューティング市場の2023年の市場規模は19億1,000万米ドルで、2024年には23億3,000万米ドル、CAGR24.92%で成長し、2030年には90億9,000万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、現代のコンピューティング・システムの設計と機能における画期的な進化を意味します。人間の脳の神経アーキテクチャを模倣することで、このテクノロジーは、より高速なだけでなく、リアルタイムで学習・適応できるシステムへの道を開きつつあります。従来のフォン・ノイマン・アーキテクチャからバイオインスパイアード・モデルへのパラダイムシフトは、処理効率とエネルギー消費に新たな可能性をもたらしました。ハードウェアとソフトウェアの両方における最近の動向は、ニューロモルフィック原理の採用を加速させ、様々なアプリケーションにおいてより直感的なデータ処理を可能にしています。研究者や業界の専門家は、簡素化された計算モデルを用いて複雑なタスクを処理できるこの技術を高く評価しており、その結果、人工知能からロボット工学に至るまで、さまざまな領域でイノベーションが促進されています。ニューロモーフィック・コンピューティングの統合が競争情勢を再定義し、デジタルトランスフォーメーションの新時代を推進する可能性があることを認識し、市場が発展するにつれて、さまざまな業界の利害関係者がこうした進歩を注視しています。センサー設計からコンピューティングコアに至るまで、あらゆるものに革命をもたらす可能性を秘めたニューロモーフィック・コンピューティングは、次世代技術ソリューションにおける有望な道標となっています。

この科学が成熟するにつれて、神経ダイナミクスと適応処理のさらなる統合が将来のスマートシステムを支え、商業と産業の両分野における変革の舞台となることが期待されています。

ニューロモーフィック・コンピューティング市場の変革

ここ数年、ニューロモーフィック・コンピューティングの状況は、従来のコンピューティング・パラダイムに課題する変革的な変化を目の当たりにしてきました。生物に着想を得たアーキテクチャを活用し、特殊なハードウェアと先進的なソフトウェアフレームワークの両方が開発され、市場開拓は急速に進んでいます。回路設計と材料科学の革新は、生物学的な脳のシナプス機能を模倣した適応可能なプロセッサを生み出しました。これらのブレークスルーは孤立したものではなく、効率性、適応性、スピードが最優先されるコンピューティングの相乗的な再構築を表しています。従来のデータ処理方法は、動的学習機能と直感的な意思決定プロセスを組み込んだシステムに取って代わられました。メーカー各社は、自律走行車や医療診断のような重要な環境においてリアルタイムで意思決定できるシステムを構築するため、連動して動作するセンサーとプロセッサーの統合にますます注力しています。

さらに、集中型環境でも分散型環境でも動作するソリューションへの需要が高まっています。これらの技術をクラウドやエッジ環境で展開できる柔軟性は、競争上の差別化要因として急速に重要性を増しています。エレクトロニクスから認知科学に至るまで、現在進行中の学際的技術の融合は、ニューロモーフィック・コンピューティングを将来の革新と破壊の重要な推進力として位置づけるパラダイムシフトに拍車をかけています。

ニューロモーフィック・コンピューティングの主要セグメント分析

ニューロモーフィック・コンピューティング市場を包括的に分析すると、そのダイナミックな状況を形成するいくつかの重要なセグメンテーションの視点が明らかになります。市場はまず、ニューロモルフィック・ハードウェアとソフトウェアに焦点を当てた調査により、提供物に基づいてセグメンテーションされます。ハードウェア領域では、システムの効率と精度を支えるニューロモーフィック・プロセッサとセンサに特別な注意が払われています。物理的コンポーネントの枠を超え、コンピューティングモデルに基づくセグメンテーションにより、豊富なシミュレーションフレームワークが発見されました。動的シナプスモデルから、FitzHugh-Nagumoモデル、Hodgkin-Huxleyモデル、Izhikevichモデル、Leaky Integrate-and-Fireモデル、さらにはスパイキングニューラルネットワークの実装に至るまで、これらのアプローチは神経行動のエミュレーションに関する貴重な洞察を提供します。

さらに、アプリケーション別にセグメンテーションすることで、データ処理、画像処理、物体検出、信号処理などの主要な使用事例が明らかになり、それぞれがニューロモーフィック設計の多様性とロバスト性を示しています。デプロイメントのセグメンテーションでは、ソリューションがクラウドベースとエッジ環境の両方にどのように適応され、スケーラビリティと汎用性が確保されているかが強調されています。最後に、エンドユーザー別のセグメンテーションでは、航空宇宙・防衛、自動車・運輸、BFSI、家電、エネルギー、ヘルスケア・医療機器、IT・通信、製造など、多様な業界にまたがっています。これらのセグメンテーションの洞察は、市場動向を明らかにするだけでなく、ニューロモーフィック・コンピューティングにおける消費者の要求と技術的能力の進化に関する微妙な理解を提供するものです。

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 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 人工知能と機械学習の進歩
    • スマートセンサーとIoTデバイスの統合が進むにつれて、ニューロモルフィックシステムの有用性と採用が拡大しています。
  • 抑制要因
    • データセキュリティとプライバシーに関する懸念、およびニューロモルフィックデバイスの既存のデジタルアーキテクチャとのソフトウェア互換性の問題
  • 機会
    • ニューロモルフィック調査への政府と民間の資金提供
    • テクノロジー大手と調査機関の協力と提携がニューロモーフィック・コンピューティングにおけるイノベーションを推進している
    • リアルな仮想体験を実現するゲームにおけるニューロモルフィックアーキテクチャの出現
  • 課題
    • アクセスが制限されたニューロモーフィック・コンピューティングのパフォーマンス評価のための標準化されたベンチマークの欠如
• 市場セグメンテーション分析
  • コンピューティングモデル：バイオメディカル分野におけるニューロモルフィックコンピューティングのホジキン・ハクスリーモデルの採用拡大
  • 提供内容：ソフトウェアの使用が急増し、適応型ニューラルネットワークを構成し、特定のアプリケーション向けにアルゴリズムを最適化することでプロセスが強化されています。
  • 応用：データ処理におけるニューロモーフィック・コンピューティングの応用拡大
  • 展開：ニューロモーフィック・コンピューティングの重要なエッジベースの展開
  • エンドユーザー：家電製品におけるニューロモルフィックコンピューティングの利用増加
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社会
  • 技術的
  • 法律上
  • 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：提供別

• ニューロモルフィックハードウェア
  • ニューロモルフィックプロセッサ
  • センサー
• 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計算モデル別

• 動的シナプスモデル
• フィッツヒュー・ナグモモデル
• ホジキン・ハクスリーモデル
• イジケビッチモデル
• リーキー積分発火モデル
• スパイキングニューラルネットワーク

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

• データ処理
• 画像処理
• 物体検出
• 信号処理

第9章 ニューロモーフィック・コンピューティング市場：展開別

• クラウド
• 角

第10章 ニューロモーフィック・コンピューティング市場：エンドユーザー別

• 航空宇宙および防衛
• 自動車・輸送
• BFSI
• 家電
• エネルギー
• ヘルスケアおよび医療機器
• IT・通信
• 製造業

第11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

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のニューロモーフィック・コンピューティング市場

• 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13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

• 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14章 競合情勢

• 市場シェア分析, 2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• aiMotive by Stellantis N.V.
• Applied Brain Research
• Aspinity, Inc.
• BrainChip, Inc.
• Chengdu SynSense Technology Co., Ltd
• DEEPX
• General Vision Inc.
• Hailo Technologies Ltd.
• Hewlett Packard Enterprise Company
• Imec International
• iniLabs Ltd.
• Innatera Nanosystems BV
• Intel Corporation
• International Business Machines Corporation
• Kneron, Inc.
• MediaTek Inc.
• Mythic, Inc.
• Numenta, Inc.
• Prophesee S.A.
• Qualcomm Technologies, Inc.
• Robert Bosch GmbH
• Samsung Electronics Co., Ltd.
• SK Hynix Inc.
• SpiNNcloud Systems GmbH
• Syntiant Corp.
• Toshiba Corporation

LIST OF FIGURES

• FIGURE 1. NEUROMORPHIC COMPUTING MARKET MULTI-CURRENCY
• FIGURE 2. NEUROMORPHIC COMPUTING MARKET MULTI-LANGUAGE
• FIGURE 3. NEUROMORPHIC COMPUTING MARKET RESEARCH PROCESS
• FIGURE 4. NEUROMORPHIC COMPUTING MARKET SIZE, 2023 VS 2030
• FIGURE 5. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 6. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 7. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2023 VS 2030 (%)
• FIGURE 17. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 21. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 25. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 26. NEUROMORPHIC COMPUTING MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 27. 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 NEUROMORPHIC HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC PROCESSOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY SENSOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC 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 COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DYNAMIC SYNAPSE MODELS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY FITZHUGH-NAGUMO MODEL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY HODGKIN-HUXLEY MODEL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY IZHIKEVICH MODEL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY LEAKY INTEGRATE-AND-FIRE MODEL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY SPIKING NEURAL NETWORKS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY IMAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY OBJECT DETECTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY SIGNAL PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY EDGE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY AUTOMOTIVE & TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY ENERGY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY HEALTHCARE & MEDICAL DEVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL NEUROMORPHIC COMPUTING MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 38. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 39. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 40. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 41. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 42. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 44. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 45. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 46. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 47. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 48. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 49. ARGENTINA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 50. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 51. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 52. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 53. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 54. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 55. BRAZIL NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 56. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 57. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 58. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 59. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 60. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 61. CANADA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 62. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 63. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 64. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 65. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 66. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 67. MEXICO NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 68. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 69. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 70. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 71. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 72. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 73. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 74. UNITED STATES NEUROMORPHIC COMPUTING MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 75. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 76. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 77. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 78. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 79. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 80. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 81. ASIA-PACIFIC NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 82. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 83. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 84. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 85. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 86. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 87. AUSTRALIA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 88. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 89. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 90. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 91. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 92. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 93. CHINA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 94. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 95. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 96. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 97. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 98. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 99. INDIA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 100. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 101. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 102. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 103. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 104. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 105. INDONESIA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 106. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 107. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 108. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 109. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 110. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 111. JAPAN NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 112. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 113. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 114. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 115. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 116. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 117. MALAYSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 118. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 119. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 120. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 121. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 122. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 123. PHILIPPINES NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 124. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 125. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 126. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 127. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 128. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 129. SINGAPORE NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 130. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 131. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 132. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 133. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 134. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 135. SOUTH KOREA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 136. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 137. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 138. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 139. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 140. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 141. TAIWAN NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 142. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 143. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 144. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 145. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 146. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 147. THAILAND NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 148. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 149. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 150. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 151. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 152. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 153. VIETNAM NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 154. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 155. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 156. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 157. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 158. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 159. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 160. EUROPE, MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 161. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 162. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 163. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 164. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 165. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 166. DENMARK NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 167. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 168. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 169. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 170. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 171. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 172. EGYPT NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 173. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 174. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 175. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 176. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 177. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 178. FINLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 179. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 180. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 181. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 182. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 183. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 184. FRANCE NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 185. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 186. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 187. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 188. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 189. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 190. GERMANY NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 191. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 192. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 193. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 194. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 195. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 196. ISRAEL NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 197. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 198. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 199. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 200. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 201. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 202. ITALY NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 203. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 204. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 205. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 206. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 207. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 208. NETHERLANDS NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 209. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 210. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 211. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 212. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 213. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 214. NIGERIA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 215. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 216. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 217. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 218. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 219. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 220. NORWAY NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 221. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 222. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 223. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 224. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 225. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 226. POLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 227. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 228. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 229. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 230. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 231. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 232. QATAR NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 233. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 234. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 235. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 236. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 237. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 238. RUSSIA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 239. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 240. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 241. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 242. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 243. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 244. SAUDI ARABIA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 245. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 246. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 247. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 248. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 249. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 250. SOUTH AFRICA NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 251. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 252. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 253. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 254. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 255. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 256. SPAIN NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 257. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 258. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 259. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 260. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 261. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 262. SWEDEN NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 263. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 264. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 265. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 266. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 267. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 268. SWITZERLAND NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 269. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 270. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 271. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 272. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 273. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 274. TURKEY NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 275. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 276. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 277. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 278. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 279. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 280. UNITED ARAB EMIRATES NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 281. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 282. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY NEUROMORPHIC HARDWARE, 2018-2030 (USD MILLION)
• TABLE 283. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY COMPUTING MODELS, 2018-2030 (USD MILLION)
• TABLE 284. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 285. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 286. UNITED KINGDOM NEUROMORPHIC COMPUTING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 287. NEUROMORPHIC COMPUTING MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 288. NEUROMORPHIC COMPUTING MARKET, FPNV POSITIONING MATRIX, 2023

The Neuromorphic Computing Market was valued at USD 1.91 billion in 2023 and is projected to grow to USD 2.33 billion in 2024, with a CAGR of 24.92%, reaching USD 9.09 billion by 2030.

Neuromorphic computing represents a groundbreaking evolution in the design and function of modern computing systems. By mimicking the neural architecture of the human brain, this technology is paving the way for systems that are not only faster but also capable of learning and adapting in real time. The paradigm shifts away from traditional von Neumann architectures towards bio-inspired models have opened up new possibilities in processing efficiency and energy consumption. Recent developments in both hardware and software have accelerated the adoption of neuromorphic principles, enabling more intuitive data processing across various applications. Researchers and industry experts commend the technology for its ability to process complex tasks using simplified computational models, which in turn fosters innovation across domains from artificial intelligence to robotics. As the market evolves, stakeholders from multiple industries are keenly observing these advances, recognizing that the integration of neuromorphic computing could redefine competitive landscapes and drive a new era of digital transformation. With its potential to revolutionize everything from sensor designs to computing cores, neuromorphic computing stands as a beacon of promise in next-generation technology solutions.

As the science matures, further integration of neural dynamics and adaptive processing is expected to underpin future smart systems, setting the stage for transformative changes in both commercial and industrial segments.

Transformative Shifts in the Neuromorphic Landscape

Over the past few years, the neuromorphic computing landscape has witnessed transformative shifts that challenge conventional computing paradigms. Leveraging bio-inspired architectures, the market is rapidly evolving with developments in both specialized hardware and advanced software frameworks. Innovations in circuit design and materials science have given rise to adaptable processors that mimic the synaptic functionality of biological brains. These breakthroughs are not isolated; they represent a synergistic reimagining of computing where efficiency, adaptability, and speed are paramount. Traditional data processing methods have been replaced by systems that incorporate dynamic learning capabilities and intuitional decision-making processes. Manufacturers are increasingly focused on integrating sensors and processors that work in tandem, creating systems that can make real-time decisions in critical environments such as autonomous vehicles or medical diagnostics.

Furthermore, the demand for solutions that can operate in both centralized and distributed environments is increasing. The flexibility to deploy these technologies in cloud and edge settings is rapidly becoming a key competitive differentiator. The ongoing convergence of interdisciplinary technologies, ranging from electronics to cognitive sciences, is fueling a paradigm shift that positions neuromorphic computing as a key driver of future innovation and disruption.

Key Segmentation Insights in Neuromorphic Computing

A comprehensive analysis of the neuromorphic computing market reveals several critical segmentation perspectives that shape its dynamic landscape. The market is first segmented based on offering, with investigations focusing on neuromorphic hardware and software. Within the hardware domain, special attention is given to neuromorphic processors and sensors, both of which underpin system efficiency and accuracy. Moving beyond physical components, segmentation based on computing models uncovers a rich array of simulation frameworks. From dynamic synapse models to implementations of the FitzHugh-Nagumo, Hodgkin-Huxley, Izhikevich, and Leaky Integrate-and-Fire models, as well as spiking neural networks, these approaches provide valuable insights into the emulation of neural behaviors.

Furthermore, segmentation by application has illuminated key use cases such as data processing, image processing, object detection, and signal processing, each illustrating the versatility and robustness of neuromorphic designs. The deployment segmentation highlights how solutions are adapted for both cloud-based and edge environments, ensuring scalability and versatility. Lastly, the segmentation by end-users spans a diverse array of industries including aerospace and defense, automotive and transportation, BFSI, consumer electronics, energy, healthcare and medical devices, IT and telecommunications, and manufacturing. Together, these segmentation insights not only clarify market trends but also offer a nuanced understanding of evolving consumer demands and technological capabilities in neuromorphic computing.

Based on Offering, market is studied across Neuromorphic Hardware and Software. The Neuromorphic Hardware is further studied across Neuromorphic Processor and Sensor.

Based on Computing Models, market is studied across Dynamic Synapse Models, FitzHugh-Nagumo Model, Hodgkin-Huxley Model, Izhikevich Model, Leaky Integrate-and-Fire Model, and Spiking Neural Networks.

Based on Application, market is studied across Data Processing, Image Processing, Object Detection, and Signal Processing.

Based on Deployment, market is studied across Cloud and Edge.

Based on End-Users, market is studied across Aerospace & Defense, Automotive & Transportation, BFSI, Consumer Electronics, Energy, Healthcare & Medical Devices, IT & Telecommunications, and Manufacturing.

Key Regional Insights into Global Developments

The international neuromorphic computing market is characterized by diverse regional trends that reflect varying adoption rates and technological capabilities. In the Americas, robust investments in research and development coupled with strong industrial collaborations are propelling forward-thinking initiatives that are quickly translating into commercial applications. Meanwhile, the Europe, Middle East & Africa region is marked by a strategic focus on next-generation technologies, with public-private partnerships driving innovation across multiple sectors and a commitment to regulatory-friendly ecosystems. The Asia-Pacific region stands out due to rapid economic growth and a surge in technological experimentation, where leading nations are investing heavily in both academic and industrial research. This region is rapidly becoming a global hub for pioneering work in neuromorphic hardware and software integrations.

These regional insights underscore the fact that, regardless of geography, stakeholders must navigate distinct market dynamics, regulatory environments, and consumer expectations. The interplay between local strengths and global trends is catalyzing cross-border collaborations and accelerating the diffusion of neuromorphic technologies worldwide, ultimately paving the way for a more interconnected and efficient future in computing.

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.

Key Companies Pioneering Neuromorphic Innovations

The competitive landscape within neuromorphic computing is both diverse and dynamic with a range of established names and emerging startups pushing the boundaries of technology. Leading companies such as aiMotive by Stellantis N.V. and Applied Brain Research are at the forefront with innovative research that bridges the gap between theoretical potential and practical application. Firms like Aspinity, Inc. and BrainChip, Inc. have been instrumental in the commercialization of advanced neural architectures, while Chengdu SynSense Technology Co., Ltd and DEEPX contribute significantly to the hardware advancements that power real-time data processing.

Notable players including General Vision Inc. and Hailo Technologies Ltd. complement these efforts by merging deep learning algorithms with next-generation sensor technologies. Industry giants such as Hewlett Packard Enterprise Company, Imec International, and Intel Corporation continue to invest in neuromorphic platforms that enhance system integration and scalability, in tandem with International Business Machines Corporation and Kneron, Inc. who are vocal proponents of sustainable and adaptive computing. MediaTek Inc. and Mythic, Inc. are known for integrating robust software solutions into neuromorphic processors, while Numenta, Inc. and Prophesee S.A. offer deep insights into algorithmic efficiencies that mirror biological processing. Furthermore, established technology leaders like Qualcomm Technologies, Inc., Robert Bosch GmbH, and Samsung Electronics Co., Ltd. are strategically positioning themselves within this domain.

Additional key players such as SK Hynix Inc., SpiNNcloud Systems GmbH, Syntiant Corp., and Toshiba Corporation further bolster market competitiveness by continuously driving innovation and expanding the boundary of what is technologically possible. Their collective contributions offer a well-rounded view of market trends, ensuring that the ecosystem remains vibrant and forward-thinking.

The report delves into recent significant developments in the Neuromorphic Computing Market, highlighting leading vendors and their innovative profiles. These include aiMotive by Stellantis N.V., Applied Brain Research, Aspinity, Inc., BrainChip, Inc., Chengdu SynSense Technology Co., Ltd, DEEPX, General Vision Inc., Hailo Technologies Ltd., Hewlett Packard Enterprise Company, Imec International, iniLabs Ltd., Innatera Nanosystems BV, Intel Corporation, International Business Machines Corporation, Kneron, Inc., MediaTek Inc., Mythic, Inc., Numenta, Inc., Prophesee S.A., Qualcomm Technologies, Inc., Robert Bosch GmbH, Samsung Electronics Co., Ltd., SK Hynix Inc., SpiNNcloud Systems GmbH, Syntiant Corp., and Toshiba Corporation. Actionable Recommendations for Industry Leaders

For decision-makers and industry pioneers, the current landscape of neuromorphic computing presents both opportunities and challenges that require strategic foresight. It is imperative to prioritize continued investment in research and development to stay ahead of rapid technological advancements. Leaders should consider forming strategic partnerships with research institutions to jointly explore emerging neuromorphic models and their potential real-world applications. Beyond technology development, embracing a customer-centric approach that focuses on measurable improvements in efficiency, power consumption, and system adaptability can differentiate one's offerings in a competitive market.

Furthermore, companies should explore diverse deployment strategies, by leveraging both cloud and edge solutions to optimize performance across different use cases. A holistic integration of advanced computing models-from dynamic synapse configurations to spiking neural networks-will enable organizations to harness the full capabilities of bio-inspired systems. Engaging early with regulatory bodies and establishing frameworks for compliance can also mitigate potential risks associated with technological innovations. Overall, a balanced approach that drives both technology enhancement and market penetration will position industry leaders for sustained success in the evolving landscape of neuromorphic computing.

Conclusion and Future Outlook

The executive summary of neuromorphic computing underscores an industry at the cusp of a major technological renaissance. The converging trends in hardware and software innovations, coupled with deep integration of bio-inspired models, present a transformative opportunity for industries worldwide. This surge in innovation is not only redefining the way computing systems are conceived but also setting a new benchmark for efficiency and adaptive learning. As the market segments diversify and regional initiatives strengthen, the promise of neuromorphic computing is becoming increasingly clear and compelling.

Looking forward, stakeholders must remain agile and forward-thinking, investing in novel architectures and aligning product strategies with emerging market demands. The capacity to seamlessly integrate advanced computing models into practical applications will be a key determinant of success. Ultimately, the journey toward fully realizing the potential of neuromorphic computing is driven by relentless innovation, collaborative spirit, and an unwavering commitment to excellence in technology and customer service.

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. Growing advancements in artificial intelligence and machine learning
    • 5.1.1.2. Increasing integration of smart sensors and IoT devices is enhancing the utility and adoption of neuromorphic systems
  • 5.1.2. Restraints
    • 5.1.2.1. Data security and privacy concerns along with software compatibility issues with existing digital architectures in neuromorphic devices
  • 5.1.3. Opportunities
    • 5.1.3.1. Government and private funding in neuromorphic research
    • 5.1.3.2. Collaborations and partnerships between tech giants and research organizations are propelling innovations in neuromorphic computing
    • 5.1.3.3. Emergence of neuromorphic architectures in gaming for lifelike virtual experiences
  • 5.1.4. Challenges
    • 5.1.4.1. Lack of standardized benchmarks for neuromorphic computing performance evaluation with confined accessibility
• 5.2. Market Segmentation Analysis
  • 5.2.1. Computing Models: Growing adoption of neuromorphic computing's Hodgkin-Huxley model in the biomedical sector
  • 5.2.2. Offering: Burgeoning usage of the software enhances the process by configuring adaptable neural networks and optimizing algorithms for specific applications
  • 5.2.3. Application: Expanding application of neuromorphic computing in data processing
  • 5.2.4. Deployment: Significant edge-based deployment of neuromorphic computing
  • 5.2.5. End-Users: Rising usage of the neuromorphic-computing in consumer electronics
• 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. Neuromorphic Hardware
  • 6.2.1. Neuromorphic Processor
  • 6.2.2. Sensor
• 6.3. Software

7. Neuromorphic Computing Market, by Computing Models

• 7.1. Introduction
• 7.2. Dynamic Synapse Models
• 7.3. FitzHugh-Nagumo Model
• 7.4. Hodgkin-Huxley Model
• 7.5. Izhikevich Model
• 7.6. Leaky Integrate-and-Fire Model
• 7.7. Spiking Neural Networks

8. Neuromorphic Computing Market, by Application

• 8.1. Introduction
• 8.2. Data Processing
• 8.3. Image Processing
• 8.4. Object Detection
• 8.5. Signal Processing

9. Neuromorphic Computing Market, by Deployment

• 9.1. Introduction
• 9.2. Cloud
• 9.3. Edge

10. Neuromorphic Computing Market, by End-Users

• 10.1. Introduction
• 10.2. Aerospace & Defense
• 10.3. Automotive & Transportation
• 10.4. BFSI
• 10.5. Consumer Electronics
• 10.6. Energy
• 10.7. Healthcare & Medical Devices
• 10.8. IT & Telecommunications
• 10.9. Manufacturing

11. Americas Neuromorphic Computing Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Neuromorphic Computing Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Neuromorphic Computing Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
  • 14.3.1. Seoul National University unveils ultra-low power neuromorphic hardware advancing AI Computation
  • 14.3.2. MediaTek launches Dimensity 9400 chip enhancing AI, gaming, and efficiency to rival Qualcomm's leadership
  • 14.3.3. IISc scientists are transforning data processing with neuromorphic computing technology
  • 14.3.4. Innatera's USD 21 million Series enehnces edge AI with Spiking Neural Processor T1
  • 14.3.5. Ultraleap, Prophesee, and TCL RayNeo redefine usability with low-power neuromorphic systems
  • 14.3.6. Intel's advancements at Computex 2024 redefine AI integration and power efficiency with new processor releases
  • 14.3.7. Launch of SpiNNaker2 marks a new era in neuromorphic computing for scalable and energy-efficient AI solutions
  • 14.3.8. Intel unveils Hala Point to reshape AI with unprecedented neuromorphic capabilities for efficiency
  • 14.3.9. SynSense and iniVation merger creates powerful neuromorphic leader driving innovation in intelligent vision technologies across diverse markets
  • 14.3.10. Innatera's Spiking Neural Processor T1 revolutionizes ultra-low power AI for sensor-edge applications at CES 2024
• 14.4. Strategy Analysis & Recommendation
  • 14.4.1. MediaTek Inc.
  • 14.4.2. PROPHESEE S.A.
  • 14.4.3. Intel Corporation
  • 14.4.4. Innatera Nanosystems

Companies Mentioned

• 1. aiMotive by Stellantis N.V.
• 2. Applied Brain Research
• 3. Aspinity, Inc.
• 4. BrainChip, Inc.
• 5. Chengdu SynSense Technology Co., Ltd
• 6. DEEPX
• 7. General Vision Inc.
• 8. Hailo Technologies Ltd.
• 9. Hewlett Packard Enterprise Company
• 10. Imec International
• 11. iniLabs Ltd.
• 12. Innatera Nanosystems BV
• 13. Intel Corporation
• 14. International Business Machines Corporation
• 15. Kneron, Inc.
• 16. MediaTek Inc.
• 17. Mythic, Inc.
• 18. Numenta, Inc.
• 19. Prophesee S.A.
• 20. Qualcomm Technologies, Inc.
• 21. Robert Bosch GmbH
• 22. Samsung Electronics Co., Ltd.
• 23. SK Hynix Inc.
• 24. SpiNNcloud Systems GmbH
• 25. Syntiant Corp.
• 26. Toshiba Corporation