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analog-ai

Here are 5 public repositories matching this topic...

Scophield / snn-structural-evolution

Minimal PyTorch examples for the four-stage structural evolution from ANN to event-driven SNN: Stage 0 (baseline ANN) → Stage 1 (binarization) → Stage 2 (temporal expansion) → Stage 3 (temporal accumulation) → Stage 4 (reset & sparsity control).

pytorch mnist event-driven snn neuromorphic-computing reram spiking-neural-network ann-to-snn compute-in-memory hardware-aware-ai surrogate-gradient analog-ai

Updated Jun 8, 2026
Python

Udaykirancheera15 / memristive-security-framework

Research-grade framework for memristive crossbar security analysis, fault injection, side-channel attacks, and PUF-based hardware defenses using MemTorch + PyTorch.

machine-learning research pytorch cybersecurity memristor fault-injection hardware-security puf side-channel-attacks neuromorphic-computing memristive-crossbar rram cpa-attack hardware-trojans crossbar-array analog-ai memristive-computing memtorch

Updated Jun 3, 2026
Jupyter Notebook

GorrihmAI / fbai-nonconscious-ai

Non-conscious AI architecture

reservoir-computing ai-safety bio-inspired analog-ai non-conscious-ai

Updated Jul 16, 2026
Python

MiCrSYZ / HW-aware_training

memristor crossbar neuromorphic-computing rram hardware-aware-training analog-ai

Updated May 12, 2026

vicena-labs / analog-ai-circuit-research-twin

Open-source analog-AI circuit research twin with differential conductance encoding, managed ngspice, tolerance analysis, and reproducible evidence.

spice mixed-signal ngspice circuit-design digital-twin analog-computing electronic-design tolerance-analysis sensor-interface analog-ai vicena research-twin resistive-crossbar

Updated Jul 31, 2026
Jupyter Notebook

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