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the derivative checking method 梯度驗證方法 

the empirical distribution 經(jīng)驗分布函數(shù) 

the energy function 能量函數(shù) 

the Lagrange dual 拉格朗日對偶函數(shù) 

the log likelihood 對數(shù)似然函數(shù) 

the pixel intensity value 像素灰度值 

the rate of convergence 收斂速度 

topographic cost term 拓撲代價項 

topographic ordered 拓撲秩序 

transformation 變換 

translation invariant 平移不變性 

trivial answer 平凡解 

under-complete basis 不完備基 

unrolling 組合擴展 

unsupervised learning 無監(jiān)督學(xué)習(xí) 

variance 方差 

vecotrized implementation 向量化實現(xiàn) 

vectorization 矢量化 

visual cortex 視覺皮層 

weight decay 權(quán)重衰減 

weighted average 加權(quán)平均值 

whitening 白化 

zero-mean 均值為零

Accumulated error backpropagation 累積誤差逆?zhèn)鞑?nbsp;

Activation Function 激活函數(shù) 

Adaptive Resonance Theory/ART 自適應(yīng)諧振理論 

Addictive model 加性學(xué)習(xí) 

Adversarial Networks 對抗網(wǎng)絡(luò) 

Affine Layer 仿射層 

Affinity matrix 親和矩陣 

Agent 代理 / 智能體 

Algorithm 算法 

Alpha-beta pruning α-β剪枝 

Anomaly detection 異常檢測 

Approximation 近似 

Area Under ROC Curve／AUC Roc 曲線下面積 

Artificial General Intelligence/AGI 通用人工智能 

Artificial Intelligence/AI 人工智能 

Association analysis 關(guān)聯(lián)分析 

Attention mechanism 注意力機制 

Attribute conditional independence assumption 屬性條件獨立性假設(shè) 

Attribute space 屬性空間 

Attribute value 屬性值 

Autoencoder 自編碼器 

Automatic speech recognition 自動語音識別 

Automatic summarization 自動摘要 

Average gradient 平均梯度 

Average-Pooling 平均池化

Backpropagation Through Time 通過時間的反向傳播 

Backpropagation/BP 反向傳播 

Base learner 基學(xué)習(xí)器 

Base learning algorithm 基學(xué)習(xí)算法 

Batch Normalization/BN 批量歸一化 

Bayes decision rule 貝葉斯判定準則 

Bayes Model Averaging／BMA 貝葉斯模型平均 

Bayes optimal classifier 貝葉斯最優(yōu)分類器 

Bayesian decision theory 貝葉斯決策論 

Bayesian network 貝葉斯網(wǎng)絡(luò) 

Between-class scatter matrix 類間散度矩陣 

Bias 偏置 / 偏差 

Bias-variance decomposition 偏差-方差分解 

Bias-Variance Dilemma 偏差 – 方差困境 

Bi-directional Long-Short Term Memory/Bi-LSTM 雙向長短期記憶 

Binary classification 二分類 

Binomial test 二項檢驗 

Bi-partition 二分法 

Boltzmann machine 玻爾茲曼機 

Bootstrap sampling 自助采樣法／可重復(fù)采樣／有放回采樣 

Bootstrapping 自助法 

Break-Event Point／BEP 平衡點

Calibration 校準 

Cascade-Correlation 級聯(lián)相關(guān) 

Categorical attribute 離散屬性