科学计算

神经突触可塑性随机模型框架。基于STDP规则的突触权重演化数学模型，引入塑性核概念表示不同STDP规则，使用随机过程分析神经元-突触系统动力学。适用于计算神经科学、突触可塑性建模、STDP学习规则。触发词：突触可塑性、STDP、塑性核、突触权重、随机模型、synaptic plasticity、STDP、plasticity kernel、Hebbian learning。

hiyenwong0

科学计算

Spiking Oscillation Mapping V2

Systematic regime mapping of oscillatory states in balanced spiking networks with multiple time scales. Analyzes transitions between silent, asynchronous-irregular, and oscillatory states. Activation: spiking oscillation mapping, balanced network regimes, multi-time-scale SNN, 脉冲振荡机制映射, 平衡网络动力学.

hiyenwong0

科学计算

hiyenwong-ai-collection-collection-skills-quantum-neural-dynamics-skill-md

Analyze quantum neural networks (QNNs), quantum-inspired neural architectures, and quantum dynamics inference from neural data. Use when: (1) analyzing papers on quantum neural networks, (2) evaluating quantum-inspired machine learning approaches, (3) studying quantum simulation of neural systems, (4) assessing quantum error mitigation via neural networks, (5) researching quantum-neuroscience intersections, (6) extracting patterns from quantum-ML literature.

hiyenwong0

科学计算

Post Selection Free

... 触发词: neuroscience, brain, neural

hiyenwong0

科学计算

Neutral Theory Neural Dynamics

中性理论无标度神经动力学方法论。神经元雪崩无标度行为不源于临界性，而是来自中性漂移。适用于脑网络雪崩分析、临界性研究、神经动力学建模。触发词：中性理论、无标度、神经元雪崩、临界性、neutral theory、scale-free、neural avalanche。

hiyenwong0

科学计算

Neuromodulation Cpg

Neuromodulation mechanisms supporting robust rhythmic pattern transitions in central pattern generators. Activation: neuroscience, neuromodulation, cpg.

hiyenwong0

科学计算

Physics-Infused Video Generation

Physics-Infused Video Generation via joint modeling of visual and latent physical dynamics. Phantom integrates physical-aware video representation into generation process for physically consistent video synthesis. Use for: physics-aware video generation, physical dynamics modeling, consistent video synthesis, latent physics inference. Activation: Phantom, physics-infused video, physical dynamics, video generation, latent physics, 物理注入视频生成.

hiyenwong0

科学计算

Calcium Imaging Foundation Model

Self-supervised foundation model for calcium imaging population dynamics analysis. Activation: neuroscience, calcium-imaging, foundation-model.

hiyenwong0

科学计算

Neural Emulator Theory

hiyenwong0

科学计算

Neural Population Decoding

Methods for decoding neural population activity and analyzing latent dynamics. Covers dimensionality reduction, manifold analysis, and decoding algorithms. Activation: neural decoding, population coding, manifold, latent dynamics, dimensionality reduction.

hiyenwong0

科学计算

Meta Learning Biological Plasticity

Meta-Learning Biologically Plausible Plasticity Rules

hiyenwong0

科学计算

Mcmc Hierarchical Dcm Clustering

Markov chain Monte Carlo methods for hierarchical clustering of dynamic causal models, enabling subgroup detection in heterogeneous populations through effective brain connectivity analysis.

hiyenwong0

科学计算

Attractor Metadynamics Neural

神经网络吸引子元动力学方法论。研究慢适应过程如何塑造吸引子景观演化。适用于神经动力学、连续学习。触发词：吸引子、元动力学、神经动力学、attractor、metadynamics。

hiyenwong0

科学计算

Search Literature

Search for and read physics papers relevant to a query using the 7-step arXiv/Semantic Scholar protocol

hankleid0

科学计算

Ncbi Datasets

Query and download biological sequence data from NCBI using the datasets and dataformat CLI tools. Use when downloading genomes, genes, or viral sequences, looking up gene/genome metadata, or converting NCBI data to TSV/Excel.

half-adder0

科学计算

Schema

Define Prisma data models, datasources, generators, enums, and relations in schema.prisma. Use when creating or modifying a Prisma schema file, adding models/fields/enums, or configuring database connections.

theslashdojo0

科学计算

Ix Number Theory

Number theory — prime sieving, primality tests, modular arithmetic

GuitarAlchemist0

科学计算

Ix Evolution

Evolutionary optimization — genetic algorithm, differential evolution

GuitarAlchemist0

科学计算

Seed Generator

Automated seed generation and mutation. Use when the user wants to generate new attack seed variants, run mutations on existing seeds, or expand the corpus systematically.

Gil9100

科学计算

Dotenvx

dotenvx 環境変数管理のリファレンス。dotenvx の使い方、暗号化、復号、環境変数管理、Keychain 統合について聞かれた時に使う。

gigun-dev0

科学计算

Kaizen Plan Do Check Act

Iterative PDCA cycle for systematic experimentation and continuous improvement

Gamezar0

科学计算

Data Scientist

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.

foolhardy450

科学计算

Binary Analysis Patterns

Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic.

foolhardy450

科学计算

Biopython

Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks.

foolhardy450

科学计算

Ces Calculo

Perform a preliminary CES-oriented energy screening and identify which envelope or systems changes are likely to improve the result.

fkaftanski0

科学计算

Forms Formset

Formset and inline formset patterns with factory functions. Use when: editing multiple instances at once, parent-child inline editing, dynamic form rows.

engremran070