memBrain™ is a neuromorphic memory technology that enhances edge AI processing capabilities through its innovative design. Using SuperFlash® technology, memBrain™ efficiently handles deep neural network computations, particularly excelling in Vector Matrix Multiplication (VMM) for AI inference. Its unique architecture reduces system latency and energy consumption by storing synaptic weights directly within the memory cells.
memBrain™ improves the performance of AI models by facilitating massive Multiply-Accumulate (MAC) operations directly in the storage array, minimizing the need for external DRAM. This approach not only accelerates AI processing but also substantially cuts down on power usage and cost, making it ideal for edge applications requiring deep learning tasks like image and voice recognition.
The technology supports seamless integration with existing systems, offering superior power savings and better inference latency compared to conventional digital DSP and SRAM/DRAM methods. The memBrain™ product line is continuously evolving, aiming to accommodate larger and more complex neural networks efficiently.
