CoherIQs

Enterprise-Grade Wavelet Coherence Analysis for Real-Time Signal Processing

Advanced EEG Signal Processing

Signal Processing Feature 1

Adaptive Wavelet Decomposition for EEG Analysis

Signal Processing Feature 2

Real-Time Coherence Computation

Morlet Wavelet Analysis Animation

Wavelet coherence determines lead-lag relationships in time series data across multiple scales— originally proven on El Niño-Southern Oscillation and tropical Indian storm correlations.

Existing implementations are constrained to R, MATLAB, or Python with dated, inefficient algorithms. CoherIQs eliminates these bottlenecks with optimized computation for production data analysis.

Coherence Analysis Visualization

Brain activity during a left-hand motor imagery task, visualised as a network. Each particle travelling between electrodes represents a phase relationship at a specific frequency, that has been extracted by wavelet coherence within a specified timestamp.

Left Hand Signal Analysis

Left Hand Motor Cortex Activity

Right Hand Signal Analysis

Right Hand Motor Cortex Activity