NEUROTECHNOLOGY & BCI RESEARCH

BCI Labs —
Where Research Meets Real-World Engineering

Control technology with your mind.

Deep Domain Research
Lab-to-Industry Deployment
End-to-End Engineered Solutions
Cross-Sector Client Engagement
Research & Capabilities

Frontier Engineering, Purpose-Built for Industry

BCI Labs is where students, researchers, and institutions work hands-on with research-grade EEG and EMG brain-computer interface systems. From raw neural signal acquisition to deep learning biosignal decoders and mind-controlled robotics, this is the frontier of neurotechnology education.

EEG headset research stations for real-time multi-channel brainwave acquisition

Surface EMG signal-processing workstations for bionic & muscle-computer interfaces

Level 1-3 progressive BCI curriculum: from basic alpha waves to neural prosthesis control

Direct access to the scientific infrastructure of Lyran Labs Neurotechnology division

How We Work

From Lab Research to Client Deployment

01
Deep-Domain Lab Research
Our engineers pursue focused, multi-year research within BCI Labs — pushing the boundaries of what's technically achievable.
02
Solution Architecture
Lab findings are translated into engineered system architectures, validated prototypes, and deployable reference designs.
03
Industry Deployment & Integration
Solutions are deployed at client sites — fully integrated, tested, documented, and handed over with ongoing engineering support.
04
Continuous R&D Partnership
We remain engaged as a long-term R&D partner, iterating on solutions as your operational requirements evolve.
Research Disciplines

Core Technical Focus Areas

Targeted specializations driving next-generation engineering across industry, research, and critical infrastructure.

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Neural Decoding

Brain-Computer Interface

EEG & EMG signal acquisition, real-time motor-imagery decoding, P300 spellers, SSVEP-based neural control.

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Biosignals

Biosignal DSP & AI

Digital bandpass filtering, Fast Fourier Transform (FFT), wavelets, and deep neural network signal classifiers.

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HCI & Robotics

Neuro-Robotics Articulation

Mapping classified neural commands to physical hardware: multi-axis prosthetic arms, drones, and virtual avatars.

Research Infrastructure

Specialized Lab Workstations

Purpose-built research bays equipped with industry-standard instrumentation, enabling our engineers to design, test, and validate complex systems at depth.

Station 01

EEG Brainwave Acquisition Pod

Electrophysiological Signal Capture

Equipped with 16-channel OpenBCI Cyton & Daisy boards, ultra-low noise instrumentation amplifiers, and saline/gel electrode placement tools.

Capabilities
  • 16-Ch Active Dry/Wet EEG
  • 24-bit ADS1299 ADC
  • Bluetooth LE Telemetry
Station 02

EMG Muscle-Machine Interface Bench

Biomechatronic Articulation

Surface electromyography benches dedicated to capturing arm and forearm motor unit action potentials to drive robotic exoskeletons and prosthetics.

Capabilities
  • Differential EMG Amplifiers
  • Hardware Envelope Detectors
  • Bionic Hand Articulators
Station 03

Neural AI & ML Processing Station

Deep Learning Biosignal Pipeline

High-performance GPU workstations running Python, MNE-Python, PyTorch, and BrainFlow for artifact removal, eye-blink rejection, and classification.

Capabilities
  • NVIDIA RTX Tensor Workstations
  • MNE-Python & SciPy
  • Sub-10ms Real-Time Loop
Client Deliverables

What Clients Receive From This Lab

Every engagement with BCI Labs is structured to produce tangible, measurable engineering outcomes — not just research reports.

Fully Engineered System Prototypes
Functional prototypes validated in our lab environment against real-world performance benchmarks, ready for client site testing.
System Architecture & Technical Documentation
Detailed design documents, circuit schematics, software specs, integration guides, and IP-protected technical packages.
On-Site Deployment & Commissioning
Our engineers deploy, integrate, and commission solutions directly at client facilities — from factory floors to field installations.
Long-Term Engineering Support & Iteration
Structured post-deployment support contracts, performance monitoring, and continuous capability upgrades as the technology evolves.
BCI & Neurotech Research Bay
Live Operational Metrics
Active
SAMPLING FREQUENCY 250 Hz
DECODING LATENCY < 8.2 ms
ELECTRODE ARRAY 16-CH EEG
CLASSIFIER ACCURACY 95.4%

Technology Stack

OpenBCI & EEG Headsets Python & MNE-Python EMG Sensors & Amplifiers TensorFlow & PyTorch LabStreamingLayer (LSL) Bionic Servo Prosthetics
Engagement Structure

Client Engagement Tiers

We structure our client engagements in progressive phases — from initial feasibility and prototyping through to full-scale deployment and operational support.

Level 01

Biosignal Foundations & Acquisition

Timeline: 40 Hours

Neurophysiology, action potentials, electrode impedance, baseline EEG band identification (Alpha, Beta, Theta, Delta), and analog signal filtering.

Electrode Prep Signal Denoising Bandpass Filters FFT Spectral Analysis
Level 02

Biosignal Machine Learning & Decoding

Timeline: 60 Hours

Feature extraction, Common Spatial Pattern (CSP) algorithm, SVM and Random Forest classification, SSVEP frequency detection, and biofeedback games.

MNE-Python Pipeline Feature Engineering SSVEP Speller Real-Time Streaming
Level 03

Frontier Neurotechnology & Capstone

Timeline: 80 Hours

Deep learning EEG decoders (EEGNet), mind-controlled robotic arm manipulation, closed-loop neural stimulation, and publishable paper development.

PyTorch EEGNet Bionic Arm Interface P300 Matrix Original Research Paper
Instrumentation

Hardware & Software Apparatus

A comprehensive inventory of the precision instruments, development platforms, and software tooling that underpin all BCI Labs research and client deployments.

Instrument / Platform
Domain
Role & Specification
OpenBCI Cyton + Daisy
Biosignal DAQ
16-channel biosignal acquisition board with 24-bit resolution and configurable gains for EEG, EMG, and ECG recording.
Biopac Surface EMG Amplifiers
Electrophysiology
Clinical-grade differential biopotential instrumentation amplifiers with active high-pass and notch filtering.
10-20 Standard Ultracortex Headsets
Electrode Arrays
Ergonomic 3D-printed headsets with adjustable dry-electrode nodes targeting F3, F4, C3, C4, O1, O2, and Pz positions.
Multi-Articulated Bionic Hand
Actuation Hardware
Five-finger servo-actuated robotic prosthetic with resistive flex feedback and microcontroller CAN-bus interface.
144Hz Low-Latency SSVEP Stimulator
Visual Stimulus
High-framerate IPS display generating precise visual strobe frequencies (10Hz, 12Hz, 15Hz) for visual evoked potentials.
Open for Client Engagement

Ready to Deploy BCI Labs Capabilities at Your Organisation?

Whether you're scoping a new R&D initiative, seeking a system integrator, or looking to embed specialist engineering within your operations — our lab team is ready to engage.