About Our Company

About SEMIQA

Pioneering analog signal processing technology with revolutionary ANNET solutions for real-time AI applications

Our Story

Founded by a team of passionate engineers and researchers, SEMIQA is a Poland-based technology company focused on accelerating artificial intelligence applications at the hardware level. We emerged from the recognition that traditional digital computing approaches were reaching their limits in terms of power efficiency and speed.

We saw an opportunity to leverage analog signal processing principles to create a revolutionary paradigm shift in AI. Our journey began with the development of ANNET (Analog Neural Network) technology, which eliminates A/D and D/A conversions by processing data directly in analog form, achieving significant gains in both speed and energy efficiency.

Today, we're proud to offer technology that delivers 50× higher speed, 5× lower power consumption, and 100× lower latency compared to conventional digital neural networks.

Our Mission

To pioneer a paradigm shift in AI by developing sustainable and scalable analog neural network solutions that provide real-time data processing, low energy consumption, and minimal latency. We seek to eliminate the efficiency and speed limitations of digital systems and offer cost-effective alternatives for industrial and commercial applications.

Our Vision

To leverage the advantages of analog signal processing to create products that deliver superior performance in real-time applications. We aim to close the gap between edge computing and human perception across domains—from wearable health trackers to autonomous sensor networks—by offering solutions with high sensitivity and low latency.

Meet Our Team

The Minds Behind Innovation

Our diverse team of experts brings together decades of experience in analog computing, AI research, and cutting-edge technology development.

Our Core Values

Innovation

Pushing the boundaries of analog computing to create revolutionary solutions.

Excellence

Committed to delivering the highest quality technology and services.

Collaboration

Working together with partners to drive technological advancement.

Impact

Creating technology that makes a real difference in the world.

Technology Focus

ANNET Technology (Analog Neural Networks)

Our revolutionary ANNET technology processes signals continuously in analog form, eliminating the conversion overhead of traditional digital systems. By bypassing A/D and D/A conversions, ANNET treats time as a continuous variable and enables temporal integration similar to biological neural networks, delivering unprecedented real-time performance.

50× higher speed than digital approaches

5× lower power consumption

100× lower latency for real-time applications

ONNX compatible with existing models

Core Architecture Components

ANNET technology is built on four fundamental innovations that work together to deliver unprecedented analog processing performance:

Analog Memory (aMEM)

Stores weights, bias values, inputs, and outputs as analog voltages. Each cell can hold many more bits than digital memory, offering major space and efficiency advantages.

Analog Compute Unit (ACU)

Performs summation, multiplication, and comparison operations directly on analog signals using corresponding weights and biases, all without digital logic elements.

Management Unit (MU)

RISC-V based microprocessor responsible for loading parameters into aMEM and managing analog signal propagation during operation.

Digital Memory (dMEM)

Stores configuration settings and network structure data, ensuring system programmability while maintaining analog processing advantages.