All-analog Neural Signal Processor Technology

Empowering Innovations
with Blumind's Proprietary Architecture

Unlock the true potential of analog AI compute with Blumind's cutting-edge semiconductor architecture, combining machine learning, precision analog signal processing, and brain-inspired computing.

AMPL™ All-analog
Compute Advantages

Blumind delivers high performance all-analog compute solutions for edge AI using CMOS technology on advanced process nodes. No special processing steps, no specialty memory structures, no technology risks.

Analog AI Innovation

Blumind AMPL™ is a disruptive analog AI compute fabric for micropower artificial intelligence applications.

Precision and Accuracy

Blumind all-analog AI compute delivers deterministic and precise inferencing performance at up to x1000 lower power than our competitors. Delivering higher efficiency and the longest battery life for always-on applications.

Low Latency Solutions

AMPL™ fabric delivers efficient low latency for real-time applications.

Analog Breakthrough

AMPL™ is the first all-analog AI on advanced standard CMOS architected to fundamentally mitigate process, voltage, temperature and drift variations.

Key Features
Unique Technology

All-analog

Blumind’s patented architecture does not use voltage or current steering and does not use ADCs or DACs in the neural network core. A combination of ratio-metric circuits and easily regulated references produce deterministic results in Blumind’s all-analog AI solution.

Lowest Total System Cost

Blumind's all-analog signal path enables analog sensor inputs saving system power, cost and area. For example, Blumind's AI neural signal processor and analog microphone based key word detection solution is lower cost and ~20x low power than digital microphone-based AI alternatives.

PVT and Drift Mitigation

Sensitivity of analog circuits to variations in process, operating temperature, voltage and long-term circuit drift (PVT-D) are specifically mitigated by Blumind’s AMPL™ technology and architecture approach.

Blumind’s All-analog Difference

Blumind's AMPL™ core technology is architected to be all-analog from the ground up. Unlike other analog edge AI solutions AMPL™ is efficient, robust and uses CMOS technology on advanced process nodes.

Direct Analog Sensor Input

Standard CMOS Process

Advanced Process Node

Low Latency

Analog Precision

Ultra-low Power

No ADC & DAC

No SRAM

No High Speed Clock

No Added Processing Steps

No Novel Process Technology Modules

Supports Sustainable Solutions

Software and Solutions

The Blumind AMPL™ core used for inferencing takes parameters from
industry standard software flows like PyTorch and TensorFlow

SoC Flow

Custom Solution Flow (Chiplet, IC or IP)