TinyML Talks - The New Neuromorphic Analog Signal Processor Concept and Technology Platform
Explore the innovative Neuromorphic Analog Signal Processor (NASP) concept and technology platform in this tinyML talk. Dive into the world of neuromorphic computing and new architectures that mimic human brain systems, offering high accuracy and ultra-low power consumption. Learn about the NASP technology's major advances, including neural network operation in analog neuro cores with fixed weights and structures, and the T-compiler that transforms neural networks into analog representations. Discover how NASP chips aim to add intelligence to various sensors using artificial neurons and axons implemented with analog circuitry. Understand the hybrid core concept combining fixed neuromorphic analog cores for data pre-processing with flexible digital parts for final classification. Gain insights into applications such as Human Activity Recognition, Digital Fingerprint, and Narrow Voice, as well as design flow, business models, and partnerships in this emerging field.