Technology

A Generic Neuromorphic Platform

The NEMO Consortium implements the entire “value chain” for a neuromorphic processing platform (full stack) – from hardware devices, to the operating system and its interfaces and tools for various applications.

Ultra-low power – The NEMO Consortium’s neuromorphic processing platform combines various strategies to reduce its processing power, including– in memory processing, analog AI processing technology, sub threshold processing neuron technology and a significantly lower number of neurons and synapses, which will enable sub-milli-watt power consumption.

Flexible – Implementation of hybrid solutions for Spiking Neural Networking (SNN) & analog Artificial Neural Networking (ANN). The platform’s modular architecture will enable support of larger number of neurons and synapses where needed.

Platform Overview:

The NEMO Platform – A Full stack Neuromorphic Processing Solution

The NEMO Platform (with members)

Use Cases

Transforming Real-World Applications

Neuromorphic processing technology can provide a solution for multiple real-world applications which require intelligence at the edge with minimal processing power. Sample applications include:

Brain-Computer Interfaces (BCI)

Medical brain implant sensing electric activity with neuromorphic processing at the edge, in real time & minimal power. The wearable and portable nature of the processing unit requires for minimal power processing to enable operation throughout the day.

Event-Based
Vision

Event camera based on neuromorphic technology installed on autonomous platforms. The autonomous machines require local image capture & processing capability, for fast events, with minimal power consumption.

Wearable / Remote Acoustic Sensors

Scenario 1 – A wearable acoustic earphone with tiny, low-power neuromorphic processor delivering high-quality audio in varying noise environments. Relevant device can be smart glasses, VR/AR.
Scenario 2 – A remote acoustic sensors. The need for an ultra-low-power processing solution to provide a reliable classification of acoustic signals, which can operate in the field autonomously for many months without battery replacement.

Smart Surveillance / Edge Vision

A human face detector implemented with a neuromorphic processor which can be integrated in consumer devices such as laptops for bio authentication. The solution requires ultra-low-power neuromorphic processors integrated with camera sensors.

The NEMO Vision

Our Mission Statement:

NEMO's mission is to establish a world-class, end-to-end neuromorphic processing ecosystem in Israel—developing both the foundational technology and the skilled workforce needed to lead the next generation of computing.

Our Vision:

By mimicking the architecture of the human brain—where computation and memory are seamlessly integrated—we are enabling new forms of computing that are not only smarter but dramatically more sustainable and energy efficient.

Our Solution:

Full-stack neuromorphic processing platform: hardware → OS → tools → applications