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Expedera

Expedera is a leading provider specializing in semiconductor IP solutions with a focus on optimizing performance, power, and area (PPA) for AI applications. Their cutting-edge neural processing unit (NPU) architectures are designed to deliver unmatched efficiency and scalability, meeting the demands of modern, complex AI networks. Expedera's innovative solutions eliminate dark silicon waste and minimize memory overhead, ensuring optimal resource allocation while maintaining network support throughout a device's lifecycle. This unique capability allows for the creation of right-sized application-specific NPUs that leverage the company's pioneering packet-based execution architecture, offering superior performance compared to traditional layer-based architectures without necessitating hardware-specific alterations. Their portfolio is tailored to serve a diverse range of applications, including mobile devices, automotive systems, virtual reality platforms, and industrial IoT operations. With an emphasis on scalability, Expedera's solutions provide deterministic performance, allowing developers to run their trained neural networks without adaptations, ensuring model accuracy while boosting efficiency. A key aspect of their technology is the utilization of a comprehensive TVM-based software stack, which includes extensive support for popular AI frameworks like TensorFlow, PyTorch, and ONNX, thereby simplifying the deployment of AI models across various hardware configurations. Partnering with some of the world's most prominent OEMs, Expedera's impact is evident, having been deployed in over ten million consumer devices worldwide. This extensive deployment underscores their reputation for delivering high-quality, power-efficient IP that meets the stringent requirements of cutting-edge AI implementations. With a commitment to enabling AI advancements at the edge, Expedera continues to push the frontiers of semiconductor innovation, offering high-performance solutions that are both sustainable and versatile. Read more

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5
IPs available

Origin E1

The Origin E1 is an optimized neural processing unit (NPU) targeting always-on applications in devices like home appliances, smartphones, and security cameras. It provides a compact, energy-efficient solution with performance tailored to 1 TOPS, making it ideal for systems needing low-power and minimal area. The architecture is built on Expedera's unique packet-based approach, which enables enhanced resource utilization and deterministic performance, significantly boosting efficiency while avoiding the pitfalls of traditional layer-based architectures. The architecture is fine-tuned to support standard and custom neural networks without requiring external memory, preserving privacy and ensuring fast processing. Its ability to process data in parallel across multiple layers results in predictive performance with low power and latency. Always-sensing cameras leveraging the Origin E1 can continuously analyze visual data, facilitating smoother and more intuitive user interactions. Successful field deployment in over 10 million devices highlights the Origin E1's reliability and effectiveness. Its flexible design allows for adjustments to meet the specific PPA requirements of diverse applications. Offered as Soft IP (RTL) or GDS, this engine is a blend of efficiency and capability, capitalizing on the full scope of Expedera's software tools and custom support features.

Expedera
13 Categories
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Origin E8

The Origin E8 NPU by Expedera is engineered for the most demanding AI deployments such as automotive systems and data centers. Capable of delivering up to 128 TOPS per core and scalable to PetaOps with multiple cores, the E8 stands out for its high performance and efficient processing. Expedera's packet-based architecture allows for parallel execution across varying layers, optimizing resource utilization, and minimizing latency, even under strenuous conditions. The E8 handles complex AI models, including large language models (LLMs) and standard machine learning frameworks, without requiring significant hardware-specific changes. Its support extends to 8K resolutions and beyond, ensuring coverage for advanced visualization and high-resolution tasks. With its low deterministic latency and minimized DRAM bandwidth needs, the Origin E8 is especially suitable for high-performance, real-time applications. The high-speed processing and flexible deployment benefits make the Origin E8 a compelling choice for companies seeking robust and scalable AI infrastructure. Through customized architecture, it efficiently addresses the power, performance, and area considerations vital for next-generation AI technologies.

Expedera
12 Categories
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TimbreAI T3

The TimbreAI T3 is a premier AI inference engine from Expedera, designed specifically for audio noise reduction in power-sensitive devices like wireless headsets. Achieving up to 3.2 GOPS at an ultra-low power consumption of less than 300 µW, the T3 caters to devices with stringent power and area constraints. This product features Expedera's advanced packet-based architectural strategy, setting a new standard for efficiency in embedded AI applications. Ported easily across different foundries, the TimbreAI T3 ensures seamless performance without requiring alterations to pre-trained models, safeguarding accuracy and maintaining consistent results. Its comprehensive support for common audio neural networks and standard NN functions underscores its versatility and adaptability within varied use cases. Exemplified by successful integration in over 10 million devices globally, the T3 is proof of Expedera's commitment to delivering high-quality, energy-efficient semiconductor solutions. Coupled with expedited development and integration capabilities, this IP represents a vital component in enhancing audio processing capabilities across contemporary electronic devices.

Expedera
Audio Processor, Building Blocks, Coprocessor, IoT Processor, Vision Processor
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Origin E6

Expedera's Origin E6 NPU is crafted to enhance AI processing capabilities in cutting-edge devices such as smartphones, AR/VR headsets, and automotive systems. It offers scalable performance from 16 to 32 TOPS, adaptable to various power and performance needs. The E6 leverages Expedera's packet-based architecture, known for its highly efficient execution of AI tasks, enabling parallel processing across multiple workloads. This results in better resource management and higher performance predictability. Focusing on both traditional and new AI networks, Origin E6 supports large language models as well as complex data processing tasks without requiring additional hardware optimizations. Its comprehensive software stack, based on TVM, simplifies the integration of trained models into practical applications, providing seamless support for mainstream frameworks and quantization options. Origin E6's deployment reflects meticulous engineering, optimizing memory usage and processing latency for optimal functionality. It is designed to tackle challenging AI applications in a variety of demanding environments, ensuring consistent high-performance outputs and maintaining superior energy efficiency for next-generation technologies.

Expedera
AI Processor, AMBA AHB / APB/ AXI, Building Blocks, Coprocessor, CPU, DSP Core, GPU, IoT Processor, Processor Core Independent, Receiver/Transmitter, Vision Processor
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Origin E2

The Origin E2 from Expedera is engineered to perform AI inference with a balanced approach, excelling under power and area constraints. This IP is strategically designed for devices ranging from smartphones to edge nodes, providing up to 20 TOPS performance. It features a packet-based architecture that enables parallel execution across layers, improving resource utilization and performance consistency. The engine supports a wide variety of neural networks, including transformers and custom networks, ensuring compatibility with the latest AI advancements. Origin E2 caters to high-resolution video and audio processing up to 4K, and is renowned for its low latency and enhanced performance. Its efficient structure keeps power consumption down, helping devices run demanding AI tasks more effectively than with conventional NPUs. This architecture ensures a sustainable reduction in the dark silicon effect while maintaining high operating efficiencies and accuracy thanks to its TVM-based software support. Deployed successfully in numerous smart devices, the Origin E2 guarantees power efficiency sustained at 18 TOPS/W. Its ability to deliver exceptional quality across diverse applications makes it a preferred choice for manufacturers seeking robust, energy-conscious solutions.

Expedera
12 Categories
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