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All IPs > Processor > AI Processor > TSP1 Neural Network Accelerator

TSP1 Neural Network Accelerator

From Applied Brain Research

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Description

The TSP1 Neural Network Accelerator from Applied Brain Research is a cutting-edge AI solution built to handle complex AI workloads with remarkable efficiency. Designed specifically for battery-powered devices, this chip excels in low-power operations while processing extensive neural network tasks. At its core, the TSP1 integrates state-of-the-art processing capabilities tailored for time series data, essential for applications like natural voice interfaces and bio-signal classification.

This innovative chip is notable for its energy efficiency, consuming less than 10mW for complex AI tasks, making it an ideal solution for energy-conscious applications. Furthermore, it supports an array of sensor signal applications, ensuring versatile functionality across different domains including AR/VR, smart home automation, and medical wearables. By incorporating the Legendre Memory Unit, a proprietary advanced state-space neural network model, the TSP1 achieves superior data efficiency compared to traditional network architectures.

ABR’s TSP1 stands out for its ability to perform powerful AI inferences with low latency, essential for real-time applications. It supports a wide range of interfaces, making it suitable for diverse integration scenarios, from voice recognition to industrial automation. Additionally, the chip's optimized hardware is key for algorithm scaling, facilitating smooth processing of larger neural models without compromising speed or performance.

Features
  • Natural Language Processing
  • Low Power Consumption
  • Edge Computing Capabilities
Foundries & Process Nodes
Foundry Process Nodes
TSMC 28nm
Tech Specs
Class Value
Categories Processor > AI Processor
Processor > Audio Processor
Processor > IoT Processor
Memory & Logic Library > Embedded Memories
Multimedia > Audio Interfaces
Processor > DSP Core
Graphic & Peripheral > Input/Output Controller
Graphic & Peripheral > Receiver/Transmitter
Platform Level IP > Multiprocessor / DSP
Platform Level IP > Processor Core Dependent
Pin Count 42-pin WLCSP or 44-pin QFN
Latency < 20 ms
Audio Inputs Up to 4 stereo audio inputs
Part Number TSP1
Power (W) <2mW to <50mW
Supply Voltage 1.65V to 3.6V
Availability All Countries & Regions
Applications
  • Voice Recognition
  • Biomedical Monitoring
  • Smart Home Devices
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