Imagination Technologies Demonstration of Deploying Hardware-accelerated Long Short-term Memory Neural Networks on Edge Devices

Gilberto Rodriguez, Director of AI Product Management at Imagination Technologies, demonstrates the company’s latest edge AI and vision technologies and products at the 2021 Embedded Vision Summit. Specifically, Rodriguez demonstrates deploying hardware-accelerated long short-term memory (LSTM) neural networks on edge devices, using Imagination Technologies’ neural network acceleration (NNA) IP.

Rodriguez shows how to unroll and locally execute an LSTM at the edge using Imagination Technologies’ patented technology. Efficient deployment of LSTMs enables secure and efficient execution of new applications at the edge without the need to send any private data to the cloud. LSTMs, which have applications in voice and ADAS, use historic information to predict the right outcome.

Learn more about LSTM at https://www.imaginationtech.com/blog/running-lstm-neural-networks-on-an-imagination-nna/

To learn more about Imagination’s AI product, please visit https://www.imaginationtech.com/vision-ai/


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