1 EXECUTIVE SUMMARY
1.1 Overview of the Neuromorphic Computing and Sensing Market
1.2 Ending of Moore's Law
1.3 Historical Market
1.4 The Market in 2026
1.5 Key Market Trends and Growth Drivers
1.6 Market Challenges and Limitations
1.7 System Deployments
1.8 Key Industry Insights
1.9 Future Outlook and Opportunities
1.10 Key Product Launches (2024-2026)
1.11 Neuromorphic Computing and Generative AI
1.12 Market Value Chain
1.13 Market Map
1.14 Funding and Investments
1.15 Strategic Partnerships and Collaborations
1.16 Regulatory and Ethical Considerations
1.17 Sustainability and Environmental Impact
2 INTRODUCTION
2.1 Definition and Concept of Neuromorphic Computing and Sensing
2.2 Main Neuromorphic Approaches
2.3 Fabrication Processes for Neuromorphic Systems
2.4 Key Material Suppliers
2.5 Supply Chain Vulnerabilities and Mitigation
2.6 Manufacturing Capacity Analysis
2.7 Quality Control and Testing Procedures
2.8 Comparison with Traditional Computing and Sensing Approaches
2.9 Neuromorphic Computing Vs. Quantum Computing
2.10 Key Features and Advantages
2.11 Markets and Applications
3 NEUROMORPHIC COMPUTING TECHNOLOGIES AND ARCHITECTURE
3.1 Spiking Neural Networks (SNNs)
3.2 Memory Architectures for Neuromorphic Computing
3.3 Neuromorphic Hardware and Processors
3.4 Software and Frameworks for Neuromorphic Computing
4 NEUROMORPHIC SENSING TECHNOLOGIES AND ARCHITECTURES
4.1 Event-Based Sensors and Processing
4.2 Hybrid Sensing Approaches
4.3 Neuromorphic Sensor Architectures and Designs
4.4 Signal Processing and Feature Extraction Techniques
5 MARKET ANALYSIS AND FORECASTS
5.1 Commercial Deployment Highlights
5.2 Mobile and Consumer
5.3 Automotive and Transportation
5.4 Industrial and Manufacturing
5.5 Healthcare and Medical Devices
5.6 Aerospace and Defense
5.7 Datacenters and Cloud Services
5.8 Regional Market Analysis and Forecasts
5.9 Competitive Landscape and Key Players
5.10 Competing Emerging Technologies
7 CONVERGENCE WITH THE BROADER NEURAL NETWORKS MARKET
7.1 Neuromorphic Computing in the Neural Networks Ecosystem
7.2 Growth Trajectory of Novel Neural Network Hardware
7.3 Spiking Neural Networks and Architecture Convergence
7.4 Key Neuromorphic Companies Within the Neural Networks Landscape
7.5 Energy Efficiency as a Structural Driver
LIST OF TABLES
Overview of the neuromorphic computing and sensing market.
Global market for neuromorphic computing and sensors, 2024-2037 (Billions USD).
Neuromorphic Computing and Sensing Market Segmentation 2020-2037.
Key market trends and growth drivers.
Market challenges and limitations.
Emerging Trends in Neuromorphic Computing and Sensing
Key Product Launches in Neuromorphic Computing and Sensing, 2024-2026
Neuromorphic computing and generative AI strategies.
Funding and investments in neuromorphic computing and sensing.
Strategic Partnerships and Collaborations in the Neuromorphic Industry.
Regulatory and Ethical Considerations of neuromorphic computing & sensing.
Main neuromorphic sensing approaches.
Main Neuromorphic Computing Approaches.
Resistive Non-Volatile Memory (NVM) Technologies.
Advanced Memristive Materials, Devices, and Novel Computation Concepts.
Fabrication Processes for Neuromorphic Systems.
Key Material Suppliers and Dependencies.
Comparison with traditional computing and sensing approaches.
Comparison between neuromorphic and quantum computing.
Key features and advantages of neuromorphic computing and sensing.
Markets and Applications of Neuromorphic Computing and Sensing
Von neumann architecture versus neuromorphic architecture.
Types of SNNs and their characteristics.
Advantages and limitations of SNNs.
Conventional memory approaches (SRAM, DRAM).
Emerging non-volatile memory (eNVM) technologies.
Hybrid memory architectures.
Neuromorphic Accelerators and Co-Processors (Updated 2026)
Neuromorphic programming languages and tools.
Neuromorphic simulation platforms and frameworks.
Neuromorphic Software Ecosystem 2025-2037
Software Ecosystem Maturity Timeline
Neuromorphic algorithm libraries and repositories.
Neuromorphic software development kits (SDKs).
Hybrid sensing approaches.
Advantages and challenges of hybrid sensing.
Bio-inspired sensor designs and materials.
Signal Processing and Feature Extraction Techniques.
Neuromorphic Computing Applications in Cybersecurity: Use Cases, Players and Deployment Status 2026
Neuromorphic Computing Applications in Cybersecurity: Commercial Application Milestones 2024-2026.
Neuromorphic Computing and Sensing Applications in Mobile and Consumer Electronics: Use Cases, Players and Market Status, 2026-2037
Applications of neuromorphic computing and sensing in smartphones and wearables-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in smart homes and IoT devices- advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Consumer Health and Wellness-- advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Entertainment and Gaming-advantages, limitations and likelihood of market penetration by application.
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Mobile and Consumer Applications (2024-2037), millions USD.
Neuromorphic Computing and Sensing Applications in Automotive and Transportation: Use Cases, Players and Market Status, 2026-2037
Applications of neuromorphic computing and sensing in Advanced Driver Assistance Systems (ADAS) -advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Autonomous Vehicles and Robotaxis-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Vehicle infotainment and user experience-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Vehicle infotainment and user experience-advantages, limitations and likelihood of market penetration by application.
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Automotive and Transportation (2024-2037), millions USD.
Neuromorphic Computing and Sensing Applications in Industrial and Manufacturing: Use Cases, Players and Market Status, 2026-2037
Applications of neuromorphic computing and sensing in Industrial IoT and smart factories-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Industrial IoT and smart factories-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Quality control and inspection-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Logistics and supply chain optimization-advantages, limitations and likelihood of market penetration by application.
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Industrial and Manufacturing (2024-2037), millions USD.
Neuromorphic Computing and Sensing Applications in Healthcare and Medical: Use Cases, Players and Market Status, 2026-2037
Applications of neuromorphic computing and sensing in medical imaging and diagnostics-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Wearable health monitoring devices-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Personalized medicine and drug discovery-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Assistive technologies and prosthetics -advantages, limitations and likelihood of market penetration by application.
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Healthcare and Medical Devices (2024-2037), millions USD.
Neuromorphic Computing and Sensing Applications in Aerospace and Defence: Use Cases, Players and Market Status, 2026-2037
Applications of neuromorphic computing and sensing in Unmanned Aerial Vehicles (UAVs) and drones-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Satellite imaging and remote sensing:-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Missile guidance and target recognition -advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Cybersecurity and threat detection -advantages, limitations and likelihood of market penetration by application.
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Aerospace and Defence (2024-2037), millions USD.
Neuromorphic Computing and Sensing Applications in Data Centres and Cloud Computing: Use Cases, Players and Market Status, 2026-2037
Applications of neuromorphic computing and sensing in High-performance computing and scientific simulations-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Big data analytics and machine learning-advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Cloud-based AI services and platforms -advantages, limitations and likelihood of market penetration by application.
Applications of neuromorphic computing and sensing in Energy-efficient datacenter infrastructure-advantages, limitations and likelihood of market penetration by application.
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Datacenters and Cloud Services (2024-2037), millions USD.
Market revenues for neuromorphic computing and sensing by region from 2024-2037 in millions USD.
Neuromorphic Computing and Sensing Market Size and Forecast, in North America (2024-2037), millions USD.
Neuromorphic Computing and Sensing Market Size and Forecast, in Europe (2024-2037), millions USD.
Neuromorphic Computing and Sensing Market Size and Forecast, in Asia-Pacific (2024-2037), millions USD.
Neuromorphic Computing and Sensing Market Size and Forecast, in the Rest of the World (2024-2037), millions USD.
Neuromorphic Chip Manufacturers and Their Product Offerings.
Neuromorphic Sensor Manufacturers and Their Product Offerings.
Emerging Non-Volatile Memory (eNVM) Manufacturers and Their Product Offerings.
Neuromorphic Software and Framework Providers and Their Solutions.
Key Research Institutions and Academia in Neuromorphic Computing and Sensing.
Competing Emerging Technologies for Neuromorphic Computing and Sensing.
Technology Substitution Analysis.
Comparative Advantages/Disadvantages.
Companies profiled in this report.
LIST OF FIGURES
Global Market for Neuromorphic Computing and Sensors, 2024-2037 (Billions USD)
Neuromorphic Computing and Sensing Technology Roadmap 2024-2037
Market value chain for neuromorphic computing and sensing
Neuromorphic Computing and Sensing Market Map 2026
Evolution of the Main Hardware Technologies for Neuromorphic Computing (2000-2036)
Key materials in NVM technology for neuromorphic computing
Advanced Memristive Materials for Neuromorphic Computing - Technology Readiness Comparison (2026)
Neural networks in autonomous vehicles
Concept illustration of centralized and decentralized intelligence in robotics
Neuromorphic programmable robot with dynamic vision developed by SynSense
Comparison of High-Level Conventional and Neuromorphic Memory Architectures
Spiking Neural Network (SNN) Structure and Operation
IBM TrueNorth Processor
Event-Based Sensor Operation and Data Processing Flow
Conventional sensor vs. Event-based sensor
Operation of neuromorphic vision sensors
Cyranose 320 Electronic Nose
Alpix-Pilatus platform, an integrated event-based vision sensor that combines static and dynamic information
Application Market Penetration Timeline
Technology Roadmap for Neuromorphic Computing and Sensing in Mobile and Consumer Applications (2024-2036)
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Mobile and Consumer Applications (2024-2037), millions USD
Technology Roadmap for Neuromorphic Computing and Sensing in Automotive and Transportation (2024-2036)
Sensors used by the ADAS (Advanced Driver-Assistance System)
Enabling technologies for autonomous vehicles
Autonomous Vehicle Architecture with Neuromorphic Computing and Sensing
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Automotive and Transportation (2024-2037), millions USD
Technology Roadmap for Neuromorphic Computing and Sensing in Industrial and Manufacturing (2024-2036)
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Industrial and Manufacturing (2024-2037), millions USD
Technology Roadmap for Neuromorphic Computing and Sensing in Healthcare and Medical Devices (2024-2036)
Wearable Medical Devices with Neuromorphic Computing and Sensing Capabilities
Flexible neuromorphic electronics for neuromorphic computing, humanoid robotics, and neuroprosthetics
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Healthcare and Medical Devices (2024-2037), millions USD
Technology Roadmap for Neuromorphic Computing and Sensing in Aerospace and Defence (2024-2036)
Schematic route from bio-inspired behaviours toward neuromorphic sensors for autonomous flight
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Aerospace and Defence (2024-2037), millions USD
Technology Roadmap for Neuromorphic Computing and Sensing in Datacenters and Cloud Services (2024-2036)
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Datacenters and Cloud Services (2024-2037), millions USD
Global Neuromorphic Computing and Sensing Market Size and Forecast, in North America (2024-2037), millions USD
Global Neuromorphic Computing and Sensing Market Size and Forecast, in Europe (2024-2037), millions USD
Global Neuromorphic Computing and Sensing Market Size and Forecast, Asia-Pacific (2024-2037), millions USD
Global Neuromorphic Computing and Sensing Market Size and Forecast, in in the Rest of the World (2024-2037), millions USD
Neuromorphic Computing and Sensing Ecosystem Overview
Cerebras WSE-2
DEEPX NPU DX-GEN1
Google TPU
GrAI VIP
Groq Tensor Streaming Processor (TSP)
DVL-5000 neuromorphic laser profiler
Spiking Neural Processor
TROOPER robot
11th Gen Intel Core S-Series
Intel Loihi 2 chip
Envise
Pentonic 2000
Azure Maia 100 and Cobalt 100 chips
Mythic MP10304 Quad-AMP PCIe Card
Nvidia H200 AI chip
Grace Hopper Superchip
Prophesee Metavision starter kit - AMD Kria KV260 and active marker LED board
Cloud AI 100
Overview of SpiNNaker2 architecture for the SpiNNcloud cloud system and edge systems
Untether AI chip