NeuromorphicRouting: 비동기 SNN 코어, 100uW 미만 심장 이상 감지 및 스파이크 구동형 텔레메트리

NeuromorphicRouting은 기존의 동기식 클록 버스를 이벤트 구동형 비동기 라우팅으로 대체하여 다채널 의료 바이오센싱에서 대기 시간과 전력 소비를 획기적으로 절감합니다.

NeuromorphicRouting Asynchronous Fabric Architecture

AER Packet Routing and Spiking Neural Crossbars

Central System: Neuromorphic Routing Fabric - Asynchronous Mesh Switch

Clinical IoMT Nodes

  • Asynchronous AER Bus
  • Spiking Router Switch
  • Synaptic Crossbar Array
  • Event-to-Packet Bridge
  • Temporal Filter

Architectural Layers & Regulatory Standards

  • Address-Event Representation (AER) (Quasi-Delay-Insensitive (QDI) Asynchronous Logic): Encoding biological spikes as source address and timestamp tuples across 4-phase handshakes.
  • Asynchronous Network-on-Chip (NoC) (2D Mesh Topology / Dimension-Order Routing (DOR)): Deadlock-free wormhole routing directing neural event packets across multi-core silicon meshes.
  • Synaptic Weight Crossbar Routing (ReRAM Synaptic Arrays / Spike-Timing Plasticity): Non-volatile memristive crossbars routing and weighting event pulses in analog domain.
  • Clinical Alarm Priority Dispatch (Virtual Channel Priority Queuing / Zero-Jitter Interconnect): High-priority emergency preemption routing acute cardiac and neurological alarms first.

Key Metrics: < 100 ns (Per-Hop Switch Routing Latency) | Zero Clock (Asynchronous Clockless Architecture) | 10 MSpikes/s (Event Throughput per Core) | < 10 pJ (Energy per Routed Event)

의료용 실리콘에서 생물학적 시냅스 라우팅 모방하기

Biological nervous systems route sensory data using asynchronous action potentials rather than global clock ticks. NeuromorphicRouting brings this architecture to medical implants and intensive care monitors, achieving sub-microsecond latency on micro-watt power budgets.

Core Engineering Areas

Technical Articles

Related Cluster Architecture Specifications