Built for Your Use Case
Off-the-shelf neuromodulation algorithms rarely fit real-world products. We build bespoke BCI signal processing, closed-loop architectures, and neuroacoustic protocols engineered precisely to your hardware, target population, and regulatory context.
What We Build
Custom Algorithm Design
Purpose-built neurodynamics algorithms tailored to your EEG modality, target population, and clinical or consumer context.
BCI Signal Processing Pipeline
End-to-end EEG pipeline design: electrode configuration, preprocessing filters, artifact rejection, and feature extraction.
Closed-Loop System Architecture
Real-time sense-compute-stimulate systems with sub-100ms loop latency, optimized for edge deployment on mobile and embedded hardware.
Neuroacoustic Stimulation Protocol
Custom acoustic stimulation parameter sets — binaural beats, isochronic tones, pink noise — matched to your therapeutic target.
EEG Feature Engineering & ML Modeling
Spectral, temporal, and connectivity feature pipelines. Custom classifiers and regression models for state detection and prediction.
Neural Modulation Integration
Integration of modulation outputs into third-party hardware platforms, firmware, or companion app architectures.
How It Works
Define scope, targets, and constraints
Technical assessment & risk review
Architecture proposal & milestone plan
Algorithm implementation & integration
Validation, benchmarking & QA
Handoff, documentation & maintenance
Typical Project Types
Consumer Sleep Device
End-to-end closed-loop sleep enhancement for a wearable EEG headband. Onset detection → slow-wave entrainment → morning report.
Clinical BCI Monitoring
Real-time ICU EEG monitoring pipeline with artifact rejection, seizure detection, and automated clinical alerting.
Research Data Pipeline
High-throughput EEG preprocessing and feature extraction pipeline for multi-site clinical trial data management.
Cognitive Enhancement Protocol
Focus and working memory enhancement protocol combining alpha/theta targeting with adaptive closed-loop feedback.
Our Differentiators
Proprietary Core
Our neurodynamics computational model is built on 4+ years of proprietary research — not commodity DSP libraries.
End-to-End Capability
From raw EEG to therapeutic output, we own the full stack. No dependency on external algorithm providers.
Clinical Rigor
All algorithms are validated against PSG ground truth and meet clinical-grade accuracy benchmarks.
Edge-First Design
Algorithms are designed for deployment on mobile and embedded systems from the start — not retrofitted from cloud.
Frequently Asked Questions
What types of algorithms can Aika Lab develop for us?
We specialize in EEG-based neurodynamics: sleep staging, closed-loop stimulation, cognitive state detection, and custom BCI signal processing pipelines. If it involves real-time neural signal interpretation on mobile or embedded hardware, we can build it.
Do you sign NDAs before discussing project details?
Yes. We sign mutual NDAs before any technical discussion involving proprietary data, hardware specs, or IP. Contact us to initiate the NDA process.
What is the typical project timeline?
Scoped projects typically run 8–20 weeks from requirements sign-off to delivery. Timeline depends on algorithm complexity, data availability, and validation requirements.
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