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ニューロモーフィックセンシング/コンピューティング市場：提供別、クラス別、機能タイプ別、アプリケーション別、エンドユーザー別、国別、地域別 - 産業分析、市場規模、市場シェア、予測、2024年～2032年

Neuromorphic Sensing & Computing Market, By Offering, By Class, By Feature type, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

出版日
ページ情報
英文 301 Pages
納期
2～3営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
ニューロモーフィックセンシング/コンピューティング市場：提供別、クラス別、機能タイプ別、アプリケーション別、エンドユーザー別、国別、地域別 - 産業分析、市場規模、市場シェア、予測、2024年～2032年
出版日: 2024年03月04日
発行: AnalystView Market Insights
ページ情報: 英文 301 Pages
納期: 2～3営業日
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  • 全表示
  • 概要
  • 図表
  • 目次
概要

レポートハイライト

ニューロモーフィックセンシング/コンピューティング市場規模は2023年に54億9,043万米ドルとなり、2024年から2032年にかけてCAGR 22.90％で拡大

ニューロモーフィックセンシング/コンピューティング市場- 市場力学

人工知能と機械学習アルゴリズムの進化により、複雑なタスクの計算需要の増大に対処するための専用ハードウェア・アクセラレータがますます必要とされ、市場の需要を後押ししています。

ニューロモーフィックセンシング/コンピューティング市場の成長は、主にニューロモーフィックセンシング/コンピューティングの利点によってもたらされます。エネルギー効率は様々な分野で最も重要な関心事であり、ニューロモーフィックコンピューティングは従来のコンピューティングアーキテクチャと比較して大幅な省電力という魅力的な見通しを提供し、特にモバイルコンピューティングやエッジコンピューティングアプリケーションにとって魅力的なものとなっています。さらに、人工知能や機械学習アルゴリズムの進化に伴い、複雑なタスクの計算需要の増大に対処するための専用ハードウェアアクセラレーターがますます必要になっています。並列処理能力と低レイテンシ動作を備えたニューロモーフィックコンピューティングは、こうした要求を満たす理想的な候補であることが証明されています。さらに、自律走行車、ロボット工学、モノのインターネット（IoT）機器など、リアルタイムデータ集約型アプリケーションの急増は、効率的で応答性の高いコンピューティングソリューションの必要性を強調し、ニューロモーフィックセンシング/コンピューティング技術の需要をさらに高めています。このような複合的な要因が、ニューロモーフィックセンシング/コンピューティングの領域における技術革新と市場拡大のための肥沃な土壌を作り出しています。

ニューロモーフィックセンシング/コンピューティング市場-主要洞察

調査アナリストの分析によると、世界市場は予測期間（2024-2032年）に約22.90%のCAGRで毎年成長すると予測されています。

提供セグメンテーションに基づくと、ハードウェアは2023年に最大の成長率を示すと予測されました。

クラス別では、人工ニューラルネットワークが2023年の主要タイプでした。

エンドユーザーセグメンテーションに基づくと、2023年には航空宇宙・防衛が主要タイプでした。

地域別では、北米が2023年の主要収益源でした。

ニューロモーフィックセンシング/コンピューティング市場-セグメンテーション分析：

世界のニューロモーフィックセンシング/コンピューティング市場は、提供、クラス、機能タイプ、アプリケーション、エンドユーザー、地域に基づいてセグメント化されます。

市場は提供に基づき、ハードウェアとソフトウェアの2つのカテゴリーに分けられます。2023年には、ハードウェア・セグメントが最も高い市場成長を経験したが、これはハイパフォーマンスコンピューティング（HPC）からマルチコア設計による並列処理の強化へと焦点がシフトしていることに起因しています。ニューロモーフィック技術の価値が認識されるにつれ、多くの新興企業がこの未開拓の領域に参入し、その技術力を示そうとしています。その一例が、センサーエッジで次世代ニューロモーフィックインテリジェンスを提供することに特化したInnatera社です。この企業の超高効率ニューロモーフィックプロセッサーは、脳の感覚データ処理システムを模倣するように綿密に設計されています。脳に着想を得た処理技術をセンサーやセンサーベースの製品に応用するため、Innatera社は2020年に500万ユーロの資金を確保しました。

市場はエンドユーザーによって6つのカテゴリーに分けられる：自動車、航空宇宙・防衛、IT・通信、産業、ヘルスケア、その他です。航空宇宙・防衛は、予測期間を通じて市場を独占すると予測されています。航空宇宙・防衛産業は現在、様々なセンサーからの前例のないデータ流入に取り組んでいます。軍事アプリケーションで利用可能な帯域幅は限られているため、このデータ収集の急増によって深刻な打撃を受けています。この課題に対処するためには、送信前にできるだけセンサーの近くでデータを処理する必要があります。この点で、従来の逐次コンピューティングアルゴリズムは、そのサイズと電力要件が大きいため、非効率的であることが判明しています。NeuroSynapticデバイスは、並列タスクを大幅に効率的に実行することに優れています。比類のないデータ処理速度を持つニューロモーフィックコンピューティングは、武器や資源管理などの戦闘データのような機密データを扱う航空宇宙や軍事分野で非常に貴重なものとなります。さらに、セキュリティリスクを軽減するために安全な信号試験と伝送の必要性が高まっていることも、航空宇宙・軍事産業におけるニューロモーフィックコンピューティング市場の成長をさらに後押ししています。

ニューロモーフィックセンシング/コンピューティング市場-地理的洞察

地理的には、この市場は北米、ラテンアメリカ、欧州、アジア太平洋、中東アフリカの各地域に広がっています。これらの地域は、ビジネスをもたらす国によってさらに分けられます。

ニューロモーフィックセンシング/コンピューティング市場-競合情勢：

世界のニューロモーフィックセンシング/コンピューティング市場の有力企業は、消費電力を抑えて処理能力を向上させるニューロモーフィックチップへの大規模な投資を行っています。チップセットの処理能力の低下、不揮発性メモリへの需要の高まり、進化する半導体環境、人工知能や機械学習などの新興技術によるアプリケーションへのニーズの高まりなどの要因が、ニューロモーフィックセンシング/コンピューティング市場の拡大を後押ししています。

目次

第1章 ニューロモーフィックセンシング/コンピューティング市場概要

  • 調査範囲
  • 市場推定年数

第2章 エグゼクティブサマリー

  • 市場内訳
  • 競合考察

第3章 ニューロモーフィックセンシング/コンピューティングの主要な市場動向

  • 市場促進要因
  • 市場抑制要因
  • 市場機会
  • 今後の市場動向

第4章 ニューロモーフィックセンシング/コンピューティング産業の調査

  • PEST分析
  • ポーターのファイブフォース分析
  • 成長見通しのマッピング
  • 規制枠組みの分析

第5章 ニューロモーフィックセンシング/コンピューティング市場：COVID-19の影響分析

  • COVID-19以前の影響分析
  • COVID-19後の影響分析

第6章 ニューロモーフィックセンシング/コンピューティング市場情勢

  • ニューロモーフィックセンシング/コンピューティング市場シェア分析、2023年
  • 主要メーカー別の内訳データ
    • 既存企業の分析
    • 新興企業の分析

第7章 ニューロモーフィックセンシング/コンピューティング市場- 提供別

  • 概要
    • セグメントシェア分析（提供物別）
    • ハードウェア
    • ソフトウェア

第8章 ニューロモーフィックセンシング/コンピューティング市場- クラス別

  • 概要
    • クラス別のセグメントシェア分析
    • 人工ニューラルネットワーク
    • 生物学的学習モデル

第9章 ニューロモーフィックセンシング/コンピューティング市場- 機能タイプ別

  • 概要
    • 機能タイプ別のセグメントシェア分析
    • コンピューティング
    • センシング

第10章 ニューロモーフィックセンシング/コンピューティング市場- アプリケーション別

  • 概要
    • アプリケーション別のセグメントシェア分析
    • 画像認識
    • データマイニング
    • 物体検出
    • 信号認識
    • パターン認識
    • その他

第11章 ニューロモーフィックセンシング/コンピューティング市場- エンドユーザー別

  • 概要
    • エンドユーザー別のセグメントシェア分析
    • 自動車
    • 航空宇宙・防衛
    • IT・通信
    • 産業
    • ヘルスケア
    • その他

第12章 ニューロモーフィックセンシング/コンピューティング市場-地域別

  • イントロダクション
  • 北米
    • 概要
    • 北米の主要メーカー
    • 米国
    • カナダ
  • 欧州
    • 概要
    • 欧州の主要メーカー
    • ドイツ
    • イタリア
    • 英国
    • フランス
    • ロシア
    • オランダ
    • スウェーデン
    • ポーランド
    • その他
  • アジア太平洋（APAC）
    • 概要
    • アジア太平洋地域の主要メーカー
    • インド
    • 中国
    • 日本
    • 韓国
    • オーストラリア
    • タイ
    • インドネシア
    • フィリピン
    • その他
  • ラテンアメリカ
    • 概要
    • ラテンアメリカの主要メーカー
    • ブラジル
    • メキシコ
    • アルゼンチン
    • コロンビア
    • その他
  • 中東とアフリカ
    • 概要
    • 中東とアフリカの主要メーカー
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • トルコ
    • アルジェリア
    • エジプト
    • その他

第13章 主要ベンダー分析- ニューロモーフィックセンシング/コンピューティング業界

  • 競合ダッシュボード
  • 企業プロファイル
    • IBM Corporation
    • Intel Corporation
    • BrainChip Holdings Ltd.
    • Qualcomm Incorporated
    • Hewlett Packard Development LP
    • Samsung Electronics Ltd.
    • General Vision Inc.
    • Applied Brain Research Inc.
    • Numenta
    • Vicarious
    • Others

第14章 アナリストの全方位展望

図表

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE Neuromorphic Sensing & Computing Market: Offering Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Offering
  • TABLE Global Neuromorphic Sensing & Computing Market, by Offering 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: Class Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Class
  • TABLE Global Neuromorphic Sensing & Computing Market, by Class 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: Feature Type Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Feature Type
  • TABLE Global Neuromorphic Sensing & Computing Market, by Feature Type 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: Application Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Application
  • TABLE Global Neuromorphic Sensing & Computing Market, by Application 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: End User Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by End User
  • TABLE Global Neuromorphic Sensing & Computing Market, by End User 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: Regional snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global Neuromorphic Sensing & Computing Market, by Region 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
目次
Product Code: ANV2352

REPORT HIGHLIGHT

Neuromorphic Sensing & Computing Market size was valued at USD 5,490.43 Million in 2023, expanding at a CAGR of 22.90% from 2024 to 2032.

Neuromorphic Sensing & Computing heralds a revolutionary shift in technology, drawing inspiration from the intricate mechanisms of the human brain to forge computing systems that are not only more efficient but also highly adaptable. By emulating the architecture of neural networks, these systems possess the unique ability to perceive and process information in manners that surpass the capabilities of traditional computing methods. This innovation holds the promise of substantial progress in crucial domains like artificial intelligence, robotics, and healthcare, where intricate data processing and decision-making are indispensable.

Neuromorphic Sensing & Computing Market- Market Dynamics

Evolution of artificial intelligence and machine learning algorithms increasingly necessitates specialized hardware accelerators to cope with the escalating computational demands of intricate tasks to propel market demand

The market growth of neuromorphic sensing and computing market is mainly driven by the advantages of neuromorphic sensing & computing. Energy efficiency stands out as a paramount concern across various sectors, and neuromorphic computing offers the enticing prospect of significant power conservation compared to conventional computing architectures, making it especially appealing for mobile and edge computing applications. Furthermore, the evolution of artificial intelligence and machine learning algorithms increasingly necessitates specialized hardware accelerators to cope with the escalating computational demands of intricate tasks. Neuromorphic computing, with its parallel processing capabilities and low-latency operation, proves to be an ideal candidate to meet these demands. Additionally, the proliferation of real-time data-intensive applications such as autonomous vehicles, robotics, and Internet of Things (IoT) devices underscores the necessity for efficient and responsive computing solutions, further fueling the demand for neuromorphic sensing and computing technologies. These converging factors create a fertile ground for innovation and market expansion within the realm of neuromorphic sensing and computing.

Neuromorphic Sensing & Computing Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 22.90% over the forecast period (2024-2032)

Based on Offering segmentation, hardware was predicted to show maximum growth rate in the year 2023

Based on Class segmentation, Artificial Neural Networks was the leading type in 2023

Based on end use segmentation, Aerospace & Defense was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Neuromorphic Sensing & Computing Market- Segmentation Analysis:

The Global Neuromorphic Sensing & Computing Market is segmented on the basis of Offering, Class, Feature type, Application, End User, and Region.

The market is divided into two categories based on Offering: hardware and software offerings. In 2023, the hardware segment experienced the highest market growth, attributed to a shift in focus away from high-performance computing (HPC) towards enhancing parallelism through multi-core designs. With the increasing recognition of the value of neuromorphic technology, numerous startups are venturing into this unexplored domain to demonstrate their technological prowess. One such example is Innatera, which specializes in delivering next-generation neuromorphic intelligence at the sensor edge. The businesses ultra-efficient neuromorphic processors are meticulously designed to mimic the sensory data processing systems of the brain. To advance its brain-inspired processing technology into sensors and sensor-based products, Innatera secured a funding of 5 million Euros in 2020.

The market is divided into six categories based on end user: Automotive, Aerospace & Defense, IT and Telecom, Industrial, Healthcare, and Others. Aerospace & Defense are projected to dominate the market throughout the forecast period. The aerospace and defense industries are currently grappling with an unprecedented influx of data from various sensors. The limited bandwidth available for military applications has been severely strained by this surge in data collection. To address this challenge, data must be processed as close to the sensor as possible before transmission. In this regard, traditional sequential computing algorithms prove inefficient due to their large size and power requirements. NeuroSynaptic devices excel in performing parallel tasks significantly more efficiently. Neuromorphic computing, with its unparalleled data processing speed, proves invaluable to the aerospace and military sectors in handling sensitive data such as combat data, including weaponry and resource management. Additionally, the growing need for secure signal testing and transmission to mitigate security risks further propels the growth of the neuromorphic computing market in the aerospace and military industries.

Neuromorphic Sensing & Computing Market- Geographical Insights

Geographically, this market is widespread into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business.

Neuromorphic Sensing & Computing Market- Competitive Landscape:

Prominent players in the global Neuromorphic Sensing & Computing Market are making substantial investments in neuromorphic chips to offer enhanced processing capabilities with reduced power consumption. Factors such as the declining processing capacity of chipsets, growing demand for nonvolatile memory, evolving semiconductor landscape, and heightened need for applications driven by emerging technologies like artificial intelligence and machine learning are among the primary drivers fueling the market expansion of neuromorphic sensing & computing.

Recent Developments:

In May 2021, CEA-Leti unveiled a European Union initiative aimed at developing analogue spiking processors that mimic biological brain networks through the development of algorithms, electronic devices, and circuits. This initiative, which commenced in 2020, involves collaboration among academics from IMEC, Leti, IBM Zurich, as well as the China-backed Swiss firm SynSense AG.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

IBM Corporation

Intel Corporation

BrainChip Holdings Ltd.

Qualcomm Incorporated

Hewlett Packard Development LP

Samsung Electronics Ltd.

General Vision Inc.

Applied Brain Research Inc.

Numenta

Vicarious

Others

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY OFFERING- MARKET ANALYSIS, 2019 - 2032

  • Hardware
  • Software

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY CLASS- MARKET ANALYSIS, 2019 - 2032

  • Artificial Neural Networks
  • Biology Based Learning Models

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY FEATURE TYPE- MARKET ANALYSIS, 2019 - 2032

  • Computing
  • Sensing

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

  • Image Recognition
  • Data Mining
  • Object Detection
  • Signal Recognition
  • Pattern Recognition
  • Others

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY END USER- MARKET ANALYSIS, 2019 - 2032

  • Automotive
  • Aerospace & Defense
  • IT and Telecom
  • Industrial
  • Healthcare
  • Others

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Russia
  • Netherlands
  • Sweden
  • Poland
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Thailand
  • Indonesia
  • Philippines
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Rest of MEA

Table of Contents

1.Neuromorphic Sensing & Computing Market Overview

  • 1.1.Study Scope
  • 1.2.Market Estimation Years

2.Executive Summary

  • 2.1.Market Snippet
    • 2.1.1.Neuromorphic Sensing & Computing Market Snippet by Offering
    • 2.1.2.Neuromorphic Sensing & Computing Market Snippet by Class
    • 2.1.3.Neuromorphic Sensing & Computing Market Snippet by Feature Type
    • 2.1.4.Neuromorphic Sensing & Computing Market Snippet by Application
    • 2.1.5.Neuromorphic Sensing & Computing Market Snippet by End User
    • 2.1.6.Neuromorphic Sensing & Computing Market Snippet by Country
    • 2.1.7.Neuromorphic Sensing & Computing Market Snippet by Region
  • 2.2.Competitive Insights

3.Neuromorphic Sensing & Computing Key Market Trends

  • 3.1.Neuromorphic Sensing & Computing Market Drivers
    • 3.1.1.Impact Analysis of Market Drivers
  • 3.2.Neuromorphic Sensing & Computing Market Restraints
    • 3.2.1.Impact Analysis of Market Restraints
  • 3.3.Neuromorphic Sensing & Computing Market Opportunities
  • 3.4.Neuromorphic Sensing & Computing Market Future Trends

4.Neuromorphic Sensing & Computing Industry Study

  • 4.1.PEST Analysis
  • 4.2.Porter's Five Forces Analysis
  • 4.3.Growth Prospect Mapping
  • 4.4.Regulatory Framework Analysis

5.Neuromorphic Sensing & Computing Market: COVID-19 Impact Analysis

  • 5.1.Pre-COVID-19 Impact Analysis
  • 5.2.Post-COVID-19 Impact Analysis
    • 5.2.1.Top Performing Segments
    • 5.2.2.Marginal Growth Segments
    • 5.2.3.Top Looser Segments
    • 5.2.4.Marginal Loss Segments

6.Neuromorphic Sensing & Computing Market Landscape

  • 6.1.Neuromorphic Sensing & Computing Market Share Analysis, 2023
  • 6.2.Breakdown Data, by Key Manufacturer
    • 6.2.1.Established Players' Analysis
    • 6.2.2.Emerging Players' Analysis

7.Neuromorphic Sensing & Computing Market - By Offering

  • 7.1.Overview
    • 7.1.1.Segment Share Analysis, By Offering, 2023 & 2032 (%)
    • 7.1.2.Hardware
    • 7.1.3.Software

8.Neuromorphic Sensing & Computing Market - By Class

  • 8.1.Overview
    • 8.1.1.Segment Share Analysis, By Class, 2023 & 2032 (%)
    • 8.1.2.Artificial Neural Networks
    • 8.1.3.Biology Based Learning Models

9.Neuromorphic Sensing & Computing Market - By Feature Type

  • 9.1.Overview
    • 9.1.1.Segment Share Analysis, By Feature Type, 2023 & 2032 (%)
    • 9.1.2.Computing
    • 9.1.3.Sensing

10.Neuromorphic Sensing & Computing Market - By Application

  • 10.1.Overview
    • 10.1.1.Segment Share Analysis, By Application, 2023 & 2032 (%)
    • 10.1.2.Image Recognition
    • 10.1.3.Data Mining
    • 10.1.4.Object Detection
    • 10.1.5.Signal Recognition
    • 10.1.6.Pattern Recognition
    • 10.1.7.Others

11.Neuromorphic Sensing & Computing Market - By End User

  • 11.1.Overview
    • 11.1.1.Segment Share Analysis, By End User, 2023 & 2032 (%)
    • 11.1.2.Automotive
    • 11.1.3.Aerospace & Defense
    • 11.1.4.IT and Telecom
    • 11.1.5.Industrial
    • 11.1.6.Healthcare
    • 11.1.7.Others

12.Neuromorphic Sensing & Computing Market- By Geography

  • 12.1.Introduction
    • 12.1.1.Segment Share Analysis, By Geography, 2023 & 2032 (%)
  • 12.2.North America
    • 12.2.1.Overview
    • 12.2.2.Neuromorphic Sensing & Computing Key Manufacturers in North America
    • 12.2.3.North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.2.4.North America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.2.5.North America Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.2.6.North America Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.2.7.North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.2.8.North America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.2.9.U.S.
      • 12.2.9.1.Overview
      • 12.2.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.2.9.3.U.S. Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.2.9.4.U.S. Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.2.9.5.U.S. Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.2.9.6.U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.2.9.7.U.S. Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.2.10.Canada
      • 12.2.10.1.Overview
      • 12.2.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.2.10.3.Canada Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.2.10.4.Canada Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.2.10.5.Canada Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.2.10.6.Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.2.10.7.Canada Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 12.3.Europe
    • 12.3.1.Overview
    • 12.3.2.Neuromorphic Sensing & Computing Key Manufacturers in Europe
    • 12.3.3.Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.3.4.Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.3.5.Europe Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.3.6.Europe Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.3.7.Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.3.8.Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.9.Germany
      • 12.3.9.1.Overview
      • 12.3.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.9.3.Germany Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.9.4.Germany Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.9.5.Germany Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.9.6.Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.9.7.Germany Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.10.Italy
      • 12.3.10.1.Overview
      • 12.3.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.10.3.Italy Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.10.4.Italy Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.10.5.Italy Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.10.6.Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.10.7.Italy Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.11.United Kingdom
      • 12.3.11.1.Overview
      • 12.3.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.11.3.United Kingdom Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.11.4.United Kingdom Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.11.5.United Kingdom Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.11.6.United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.11.7.United Kingdom Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.12.France
      • 12.3.12.1.Overview
      • 12.3.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.12.3.France Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.12.4.France Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.12.5.France Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.12.6.France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.12.7.France Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.13.Russia
      • 12.3.13.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.13.2.Russia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.13.3.Russia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.13.4.Russia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.13.5.Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.13.6.Russia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.14.Netherlands
      • 12.3.14.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.14.2.Netherlands Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.14.3.Netherlands Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.14.4.Netherlands Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.14.5.Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.14.6.Netherlands Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.15.Sweden
      • 12.3.15.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.15.2.Sweden Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.15.3.Sweden Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.15.4.Sweden Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.15.5.Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.15.6.Sweden Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.16.Poland
      • 12.3.16.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.16.2.Poland Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.16.3.Poland Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.16.4.Poland Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.16.5.Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.16.6.Poland Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.17.Rest of Europe
      • 12.3.17.1.Overview
      • 12.3.17.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.17.3.Rest of the Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.17.4.Rest of the Europe Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.17.5.Rest of the Europe Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.17.6.Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.17.7.Rest of the Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 12.4.Asia Pacific (APAC)
    • 12.4.1.Overview
    • 12.4.2.Neuromorphic Sensing & Computing Key Manufacturers in Asia Pacific
    • 12.4.3.Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.4.4.Asia Pacific Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.4.5.Asia Pacific Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.4.6.Asia Pacific Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.4.7.Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.4.8.Asia Pacific Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.9.India
      • 12.4.9.1.Overview
      • 12.4.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.9.3.India Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.9.4.India Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.9.5.India Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.9.6.India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.9.7.India Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.10.China
      • 12.4.10.1.Overview
      • 12.4.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.10.3.China Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.10.4.China Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.10.5.China Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.10.6.China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.10.7.China Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.11.Japan
      • 12.4.11.1.Overview
      • 12.4.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.11.3.Japan Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.11.4.Japan Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.11.5.Japan Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.11.6.Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.11.7.Japan Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.12.South Korea
      • 12.4.12.1.Overview
      • 12.4.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.12.3.South Korea Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.12.4.South Korea Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.12.5.South Korea Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.12.6.South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.12.7.South Korea Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.13.Australia
      • 12.4.13.1.Overview
      • 12.4.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.13.3.Australia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.13.4.Australia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.13.5.Australia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.13.6.Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.13.7.Australia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.14.Thailand
      • 12.4.14.1.Overview
      • 12.4.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.14.3.Thailand Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.14.4.Thailand Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.14.5.Thailand Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.14.6.Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.14.7.Thailand Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.15.Indonesia
      • 12.4.15.1.Overview
      • 12.4.15.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.15.3.Indonesia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.15.4.Indonesia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.15.5.Indonesia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.15.6.Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.15.7.Indonesia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.16.Philippines
      • 12.4.16.1.Overview
      • 12.4.16.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.16.3.Philippines Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.16.4.Philippines Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.16.5.Philippines Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.16.6.Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.16.7.Philippines Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.17.Rest of APAC
      • 12.4.17.1.Overview
      • 12.4.17.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.17.3.Rest of APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.17.4.Rest of APAC Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.17.5.Rest of APAC Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.17.6.Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.17.7.Rest of APAC Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 12.5.Latin America
    • 12.5.1.Overview
    • 12.5.2.Neuromorphic Sensing & Computing Key Manufacturers in Latin America
    • 12.5.3.Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.5.4.Latin America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.5.5.Latin America Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.5.6.Latin America Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.5.7.Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.5.8.Latin America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.9.Brazil
      • 12.5.9.1.Overview
      • 12.5.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.9.3.Brazil Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.9.4.Brazil Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.9.5.Brazil Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.9.6.Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.9.7.Brazil Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.10.Mexico
      • 12.5.10.1.Overview
      • 12.5.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.10.3.Mexico Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.10.4.Mexico Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.10.5.Mexico Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.10.6.Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.10.7.Mexico Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.11.Argentina
      • 12.5.11.1.Overview
      • 12.5.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.11.3.Argentina Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.11.4.Argentina Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.11.5.Argentina Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.11.6.Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.11.7.Argentina Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.12.Colombia
      • 12.5.12.1.Overview
      • 12.5.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.12.3.Colombia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.12.4.Colombia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.12.5.Colombia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.12.6.Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.12.7.Colombia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.13.Rest of LATAM
      • 12.5.13.1.Overview
      • 12.5.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.13.3.Rest of LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.13.4.Rest of LATAM Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.13.5.Rest of LATAM Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.13.6.Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.13.7.Rest of LATAM Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 12.6.Middle East and Africa
    • 12.6.1.Overview
    • 12.6.2.Neuromorphic Sensing & Computing Key Manufacturers in Middle East and Africa
    • 12.6.3.Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.6.4.Middle East and Africa Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.6.5.Middle East and Africa Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.6.6.Middle East and Africa Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.6.7.Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.6.8.Middle East and Africa Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.9.Saudi Arabia
      • 12.6.9.1.Overview
      • 12.6.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.9.3.Saudi Arabia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.9.4.Saudi Arabia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.9.5.Saudi Arabia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.9.6.Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.9.7.Saudi Arabia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.10.United Arab Emirates
      • 12.6.10.1.Overview
      • 12.6.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.10.3.United Arab Emirates Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.10.4.United Arab Emirates Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.10.5.United Arab Emirates Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.10.6.United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.10.7.United Arab Emirates Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.11.Israel
      • 12.6.11.1.Overview
      • 12.6.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.11.3.Israel Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.11.4.Israel Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.11.5.Israel Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.11.6.Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.11.7.Israel Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.12.Turkey
      • 12.6.12.1.Overview
      • 12.6.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.12.3.Turkey Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.12.4.Turkey Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.12.5.Turkey Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.12.6.Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.12.7.Turkey Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.13.Algeria
      • 12.6.13.1.Overview
      • 12.6.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.13.3.Algeria Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.13.4.Algeria Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.13.5.Algeria Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.13.6.Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.13.7.Algeria Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.14.Egypt
      • 12.6.14.1.Overview
      • 12.6.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.14.3.Egypt Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.14.4.Egypt Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.14.5.Egypt Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.14.6.Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.14.7.Egypt Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.15.Rest of MEA
      • 12.6.15.1.Overview
      • 12.6.15.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.15.3.Rest of MEA Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.15.4.Rest of MEA Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.15.5.Rest of MEA Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.15.6.Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.15.7.Rest of MEA Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)

13.Key Vendor Analysis- Neuromorphic Sensing & Computing Industry

  • 13.1.Competitive Dashboard
  • 13.2.Company Profiles
    • 13.2.1.IBM Corporation
    • 13.2.2.Intel Corporation
    • 13.2.3.BrainChip Holdings Ltd.
    • 13.2.4.Qualcomm Incorporated
    • 13.2.5.Hewlett Packard Development LP
    • 13.2.6.Samsung Electronics Ltd.
    • 13.2.7.General Vision Inc.
    • 13.2.8.Applied Brain Research Inc.
    • 13.2.9.Numenta
    • 13.2.10.Vicarious
    • 13.2.11.Others

14.360 Degree Analyst View

15.Appendix

  • 15.1.Research Methodology
  • 15.2.References
  • 15.3.Abbreviations
  • 15.4.Disclaimer
  • 15.5.Contact Us