Is this your business? Claim it to manage your IP and profile
Akida's Neural Processor IP represents a leap in AI architecture design, tailored to provide exceptional energy efficiency and processing speed for an array of edge computing tasks. At its core, the processor mimics the synaptic activity of the human brain, efficiently executing tasks that demand high-speed computation and minimal power usage. This processor is equipped with configurable neural nodes capable of supporting innovative AI frameworks such as convolutional and fully-connected neural network processes. Each node accommodates a range of MAC operations, enhancing scalability from basic to complex deployment requirements. This scalability enables the development of lightweight AI solutions suited for consumer electronics as well as robust systems for industrial use. Onboard features like event-based processing and low-latency data communication significantly decrease the strain on host processors, enabling faster and more autonomous system responses. Akida's versatile functionality and ability to learn on the fly make it a cornerstone for next-generation technology solutions that aim to blend cognitive computing with practical, real-world applications.
The second-generation Akida platform builds upon the foundation of its predecessor with enhanced computational capabilities and increased flexibility for a broader range of AI and machine learning applications. This version supports 8-bit weights and activations in addition to the flexible 4- and 1-bit operations, making it a versatile solution for high-performance AI tasks. Akida 2 introduces support for programmable activation functions and skip connections, further enhancing the efficiency of neural network operations. These capabilities are particularly advantageous for implementing sophisticated machine learning models that require complex, interconnected processing layers. The platform also features support for Spatio-Temporal and Temporal Event-Based Neural Networks, advancing its application in real-time, on-device AI scenarios. Built as a silicon-proven, fully digital neuromorphic solution, Akida 2 is designed to integrate seamlessly with various microcontrollers and application processors. Its highly configurable architecture offers post-silicon flexibility, making it an ideal choice for developers looking to tailor AI processing to specific application needs. Whether for low-latency video processing, real-time sensor data analysis, or interactive voice recognition, Akida 2 provides a robust platform for next-generation AI developments.
The Akida IP is a groundbreaking neural processor designed to emulate the cognitive functions of the human brain within a compact and energy-efficient architecture. This processor is specifically built for edge computing applications, providing real-time AI processing for vision, audio, and sensor fusion tasks. The scalable neural fabric, ranging from 1 to 128 nodes, features on-chip learning capabilities, allowing devices to adapt and learn from new data with minimal external inputs, enhancing privacy and security by keeping data processing localized. Akida's unique design supports 4-, 2-, and 1-bit weight and activation operations, maximizing computational efficiency while minimizing power consumption. This flexibility in configuration, combined with a fully digital neuromorphic implementation, ensures a cost-effective and predictable design process. Akida is also equipped with event-based acceleration, drastically reducing the demands on the host CPU by facilitating efficient data handling and processing directly within the sensor network. Additionally, Akida's on-chip learning supports incremental learning techniques like one-shot and few-shot learning, making it ideal for applications that require quick adaptation to new data. These features collectively support a broad spectrum of intelligent computing tasks, including object detection and signal processing, all performed at the edge, thus eliminating the need for constant cloud connectivity.
MetaTF is BrainChip's premier development tool platform designed to complement its neuromorphic technology solutions. This platform is a comprehensive toolkit that empowers developers to convert and optimize standard machine learning models into formats compatible with BrainChip's Akida technology. One of its key advantages is its ability to adjust models into sparse formats, enhancing processing speed and reducing power consumption. The MetaTF framework provides an intuitive interface for integrating BrainChip’s specialized AI capabilities into existing workflows. It supports streamlined adaptation of models to ensure they are optimized for the unique characteristics of neuromorphic processing. Developers can utilize MetaTF to rapidly iterate and refine AI models, making the deployment process smoother and more efficient. By providing direct access to pre-trained models and tuning mechanisms, MetaTF allows developers to capitalize on the benefits of event-based neural processing with minimal configuration effort. This platform is crucial for advancing the application of machine learning across diverse fields such as IoT devices, healthcare technology, and smart infrastructure.
The Akida1000 Reference SoC exemplifies BrainChip's commitment to delivering optimized on-device AI solutions. This system on chip (SoC) integrates the core attributes of Akida neuromorphic technology, offering a comprehensive platform for developing and testing new AI applications. The reference SoC includes a digital AI processor core that is fine-tuned to handle sparse data inputs effectively, leveraging specialized neural processing techniques to maintain low power consumption. This reference system supports developers in streamlining the transition from conceptual AI models to real-world applications. It provides essential development tools and pre-trained models that can be easily adapted or expanded to fit specific project requirements. These tools enable an efficient creation process for AI solutions that demand high-speed processing and low-latency responses. Ideal for a wide array of implementations, from smart appliances to complex industrial sensors, the Akida1000 Reference SoC ensures robust AI capabilities while giving engineers the tools needed to push the limits of current technology. By focusing on ultra-low power consumption and heightened processing efficiency, this solution is particularly suited for applications where energy efficiency is a critical factor.
The Akida1000 embodies BrainChip’s vision of harnessing cutting-edge neuromorphic technology for modern AI applications. As a reference platform, it is tightly integrated with BrainChip’s proprietary AI models and neural processors, offering developers a versatile base for creating and deploying AI solutions that operate efficiently at the edge. Equipped with advanced neural processing capabilities, the Akida1000 is adept at handling a wide variety of task-specific AI computations, including object detection, data sorting, and real-time analysis. Its architecture is optimized for power efficiency, making it an ideal solution for applications where energy constraints are a critical consideration. The Akida1000 supports BrainChip's goals of minimizing latency and maximizing throughput in AI operations. Its robust toolchain is designed to streamline AI development workflows, facilitating rapid prototyping and deployment of sophisticated AI models. This platform empowers developers to create impactful solutions across sectors ranging from consumer electronics to industrial automation.
Explore BrainChip's Akida Cloud, a revolutionary platform offering instant access to cutting-edge neuromorphic AI technology, Akida 2, in a cloud-based solution. Read more
Explore the collaboration between BrainChip and HaiLa to revolutionize IoT sensors with ultra-low power AI solutions, ensuring prolonged battery life and enhanced efficiency. Read more
Join the world's most advanced semiconductor IP marketplace!
It's free, and you'll get all the tools you need to discover IP, meet vendors and manage your IP workflow!
No credit card or payment details required.
Join the world's most advanced AI-powered semiconductor IP marketplace!
It's free, and you'll get all the tools you need to advertise and discover semiconductor IP, keep up-to-date with the latest semiconductor news and more!
Plus we'll send you our free weekly report on the semiconductor industry and the latest IP launches!
To evaluate IP you need to be logged into a buyer profile. Select a profile below, or create a new buyer profile for your company.
