Radiens Clarity Platform

Overview#

Radiens Clarity is NeuroNexus' comprehensive software platform for electrophysiology research, spanning real-time acquisition through cloud-scale analysis. The platform provides unified workflows from edge to cloud with zero migration requirements, progressive adoption, and GUI ↔ API parity.

Core Philosophy#

• Risk-Free Licensing: Permanent BASE fallback with every subscription ensures perpetual access to core functionality.
• Zero Migration: Point at existing folders—no reorganization or file conversion required.
• Progressive Adoption: Start with individual apps, scale to full suite as needs evolve.
• GUI ↔ API Parity: Visual workflow or Python scripting produce identical outputs.
• Edge to Cloud: Scale from desktop workstation to cloud distributed computing seamlessly.

Key Advantages#

1. Permanent License Security#

Unique BASE fallback licensing ensures you never lose access to core functionality. Unlike subscription-only competitors that leave you stranded when budgets change, every Radiens subscription includes permanent rights to BASE tier—ensuring perpetual access to essential acquisition, analysis, and curation tools regardless of future subscription status.

2. Zero Migration Requirements#

Point at existing data folders without reorganization, renaming, or conversion. Radiens indexes files in place, preserving your established folder structures and naming conventions. No migration scripts, no data copying, no workflow disruption—start using Radiens with your data exactly as it exists today.

3. Progressive Adoption Path#

Start with individual apps (Allego for acquisition, Videre for analysis, or Curate for metadata) and scale to the full suite as needs evolve. Modular pricing and licensing allow incremental adoption without upfront commitment to the entire platform. Add capabilities when ready, not when forced by vendor bundling.

4. Unified Edge-to-Cloud Workflow#

Seamless scaling from desktop workstation to cloud distributed computing without changing tools or workflows. Develop analysis pipelines locally on small datasets, then execute identically on Summa cloud infrastructure for batch processing across hundreds of recordings—no code changes, no platform switching.

5. GUI ↔ API Parity#

Every operation in Allego, Videre, and Curate has equivalent RadiensPy API calls producing identical outputs. Explore data visually in the GUI, then export workflows as executable Python scripts for automation. Alternatively, prototype in Jupyter notebooks and visualize results in GUI tools—choose your mode without feature compromise.

6. Universal Format and System Compatibility#

Native support for all major DAQ systems (NeuroNexus XDAQ/SmartBox Pro, Open Ephys, Intan, Plexon, TDT, Blackrock) and 20+ file formats (.xdat, .rhd, .nwb, .hdf5, .pl2, .nsx, and more). Hardware and software designed together for seamless workflows—guaranteed compatibility with all NeuroNexus probes, grids, and recording systems.

Platform Components#

Allego: Real-Time Acquisition#

Real-time data acquisition with live quality assurance and continuous monitoring during recording sessions.

Key Features:

• Live quality control with real-time signal monitoring and artifact detection
• Multi-format support for all major DAQ systems (Intan, Open Ephys, Plexon, TDT)
• Automated session organization and metadata capture
• Remote monitoring via web interface for experiments anywhere
• Supports .xdat, .rhd, .nwb, .hdf5, and other standard formats

Videre: Analyze & Visualize#

File-based visualization, analysis, and interactive exploration of neural data with no conversion required.

Key Features:

• Interactive 3D probe views and spatial data mapping
• Universal format compatibility—open any neural data format without conversion
• Extensible analysis pipelines and custom algorithms
• Dynamic, responsive visualizations for data exploration
• Spike sorting, LFP analysis, and connectivity analysis tools

Curate: Data Management#

Metadata management and reproducible analysis pipelines adhering to FAIR data principles.

Key Features:

• FAIR data compliance (Findable, Accessible, Interoperable, Reusable)
• Version-controlled analysis workflows with provenance tracking
• Comprehensive metadata capture and standardized schemas
• Collaboration tools with built-in permissions and sharing
• Dataset organization without folder reorganization

Summa: Cloud Scale#

Cloud-scale orchestration, distributed computing, and collaborative multi-user analysis.

Key Features:

• Distributed computing across cloud resources and compute clusters
• Multi-user workspaces with shared datasets and results
• Dynamic auto-scaling based on computational demands
• Smart resource management to minimize cloud computing costs
• Integration with AWS time-series databases for real-time queries
• Data-intensive neural data analysis dashboards

RadiensPy: Python API#

Programmatic access to all platform functionality for automation and custom workflows.

Key Features:

• Native Python APIs for all platform functionality (Python 3.8+)
• Workflow automation for repetitive tasks and custom pipelines
• Seamless Jupyter notebook integration
• Custom extensions and third-party tool integration
• Complete API coverage of Allego, Videre, and Curate
• Available via pip and conda package managers

System Compatibility#

Platforms: Windows 10/11, macOS 12+, Ubuntu 20.04+

DAQ Integration: Native support for NeuroNexus XDAQ/SmartBox Pro, Open Ephys, Intan, Plexon, TDT, and other standard electrophysiology systems

File Formats: .xdat, .rhd, .nwb, .hdf5, .csv, .nex5, .nsx, .pl2, .tdt, .oe_dat, .mearec, .matlab, .kilosort2, .phy2, .npy, and more

Hardware Optimization: Guaranteed compatibility with all NeuroNexus probes, grids, and DAQ systems—hardware and software designed together for seamless workflows

Licensing Tiers#

Radiens Free#

Essential tools for individual researchers and small labs with basic data visualization, core analysis tools, and local storage.

Radiens Professional#

Advanced features for research teams and institutions with full desktop application suite and enhanced analysis capabilities.

Radiens Enterprise#

Complete solution for large-scale operations with cloud integration, multi-user collaboration, and distributed computing via Summa.

Technical Architecture#

Authentication & Access Control: Secure license validation and session management across marketing and application sections

Data Infrastructure: AWS Time Series Database with optimized caching for large neural datasets

Performance: Sub-second dashboard updates, lazy loading, data streaming, smart caching, and background processing

Integration: Modular architecture separating marketing website from application functionality with unified navigation and authentication

Competitive Advantages#

vs. Commercial Solutions:

• Permanent BASE fallback vs. subscription-only vendor lock-in
• Universal format compatibility vs. proprietary formats
• Open APIs and Python integration vs. limited scripting
• Native cloud scaling vs. desktop-only limitations
• Clear pricing vs. hidden fees and complex licensing

vs. Open Source:

• Professional dedicated support vs. community-only assistance
• Polished GUI design vs. researcher-built interfaces
• Comprehensive documentation vs. variable standards
• Professional QA testing vs. community validation
• Turnkey setup vs. technical configuration requirements
• Commercial backing vs. volunteer maintainer dependency

Use Cases#

• Acute Recording: Streamlined protocols for rapid experimental turnaround with consistent quality
• Chronic Recording: Long-term implant data management with automated organization
• Optogenetics: Integrated optical stimulation with electrical recording
• Multi-Electrode Arrays: High-density probe data visualization and analysis
• Behavioral Neuroscience: Synchronized neural and behavioral data analysis
• Drug Discovery: High-throughput screening with automated analysis pipelines
• Reproducible Research: Version-controlled workflows meeting FAIR data standards

Evidence Base#

Hardware Heritage#

Radiens is developed by NeuroNexus, whose electrophysiology hardware products are cited in 5,000+ peer-reviewed publications spanning 30+ years of neuroscience research. Probes used in studies published in Nature, Science, Neuron, Cell, and over 200 other journals.

Software Adoption#

Radiens platform deployed at 200+ research institutions worldwide, processing millions of neural recordings across diverse experimental paradigms. Active user community spanning academic labs, pharmaceutical research, and medical device development. The software platform integrates seamlessly with NeuroNexus' 100+ probe designs and custom engineering capabilities.

Development and Support#

Developed and maintained by NeuroNexus engineers with decades of combined experience in electrophysiology, signal processing, and scientific software development. Continuous validation in research labs worldwide ensures real-world reliability. Direct developer support—not outsourced or community-only—provides expert assistance for setup, troubleshooting, and workflow optimization.

Learning Resources#

• Getting Started: Quick setup guides and first-time user tutorials
• Feature Guides: In-depth documentation for each platform component
• Best Practices: Recommended workflows and optimization strategies
• Video Demonstrations: Visual learning with detailed software walkthroughs
• Expert Guidance: Step-by-step workflows from experienced researchers
• Troubleshooting: Common issues and diagnostic tools

Development Philosophy#

Radiens embodies the "boring efficiency that labs often prefer"—pragmatic tool design that optimizes complexity, tissue footprint, and data volume without disrupting existing acquisition infrastructure. The platform prioritizes practical selection variables (channel count, site layout, packaging) over forcing workflow reorganization, enabling researchers to focus on science rather than software configuration.