模拟神经形态硬件上的多时间尺度突触可塑性方法。基于钙离子动力学的突触可塑性规则，结合突触标记捕获假说，在BrainScaleS-2系统上实现。适用于脉冲神经网络模拟、神经形态计算、可塑性规则验证。触发词：神经形态计算、突触可塑性、钙动力学、STC假说、BrainScaleS、脉冲神经网络、analog neuromorphic、synaptic plasticity、calcium dynamics、spiking neural network。
Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows.
Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility), look up drug-drug interactions via OpenFDA, interpret ADMET profiles, and assist with lead optimization. Use for medicinal chemistry questions, molecule property analysis, clinical pharmacology, and open-science drug research.
Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and MCP integration.
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
Psychological compatibility matching — find cofounders, collaborators, and friends through validated psychometrics