Deep dives into neuromorphic computing, Spiking Neural Networks, the Innatera Pulsar chip and Edge AI — written for engineers by engineers.
Core Concepts
Neuromorphic & SNN fundamentals.
Fundamentals
What is Neuromorphic Computing?
Brain-inspired computing — why it exists, how it differs from conventional processors, and why it matters for the next generation of edge devices.
Coming Soon
Fundamentals
Spiking Neural Networks — A Complete Beginner's Guide
What is a spike? How are SNNs different from ANNs and CNNs? Integrate-and-fire, temporal coding, event-driven processing — explained from the ground up.
Coming Soon
Fundamentals
Edge AI vs Cloud AI — Why the Edge Wins on Power
Latency, power, privacy — the three reasons edge inference beats cloud for sensor applications, and why conventional AI chips can't compete at the edge.
Coming Soon
Innatera Pulsar
The chip, the architecture, the SDK.
Architecture
Inside the Pulsar Chip — Analog, Digital and RISC-V
12 digital SNN cores, 4 analog cores, RISC-V CPU, CNN and FFT accelerators — how they work together and why this hybrid approach beats pure digital for ultra-low power.
Coming Soon
SDK
Getting Started with the Talamo SDK
A practical walkthrough — from PyTorch model to Pulsar deployment. Install Talamo, build your first SNN pipeline, run inference on the EVK.
Coming Soon
Applications
Pulsar for Audio, IMU and Radar — Use Case Deep Dive
Three sensor types, three use cases — how the Pulsar handles event-based audio classification, motion detection and radar signal processing in real applications.
Coming Soon
Industry Context
Neuromorphic in the broader semiconductor landscape.
Industry
Neuromorphic vs Intel Loihi vs IBM NorthPole — A Comparison
The neuromorphic landscape — who's building what, what differentiates the architectures, and where Innatera's Pulsar fits in the commercial picture.
Coming Soon
India
India's Neuromorphic Opportunity — Why Now
India Semiconductor Mission, the engineering talent pool, and why the VLSI EXPERT × Innatera partnership exists at exactly the right moment in India's semiconductor journey.
Coming Soon
Career
Neuromorphic Engineering as a Career — What Skills You Need
VLSI fundamentals + SNN understanding + SDK proficiency — the three-layer skill stack that positions engineers for neuromorphic roles as the industry scales.