NeuroCore Is AGI Ready.
Extracted directly from physical benchmark runs on a single NeuroCore tile. 142µs on-chip e-prop learning, 0.0ms zero-shot transfer, and zero catastrophic forgetting.
Silicon Benchmark Comparison
142 µs Real-Time Hardware Adaptation
Hardware e-prop weight updates turn a 99% pre-adaptation error rate into 0% post-adaptation error in 142 microseconds on single-core silicon.
Measured
PuTTY Terminal Console Logs
Select any of the hardware runs below to inspect ouput from the IP's single core implementation.
Why NeuroCore Is AGI Ready.
Traditional GPUs rely on static backpropagation and centralized memory. NeuroCore implements four key biological cognitive pillars in single-core silicon.
On-the-Fly Weight Updates
Local synaptic plasticity enables instantaneous 142µs learning in silicon without sending gradients through external memory buses.
Dual-Tier Memory Consolidation
Hippocampal-Neocortical replay distill transient BRAM updates into permanent structural weights, eliminating catastrophic forgetting across 50+ sequential tasks.
Zero-Shot Cross-Modal Transfer
Abstract temporal compositionality learned in acoustic audio translates instantly (0.0ms) into RF pulse strobe domains with 96.5% accuracy.
Active Perception & Epistemic Curiosity
Embodied active inference driven by free energy minimization allows systems to actively explore regions of highest uncertainty for +410% sensing efficiency.
Experience the Silicon Architecture
Explore the 3D exploding chip visualization to see how Core, Interface, SRAM, and CogniLive layers assemble in hardware.