Index

A

accuracy 13

action 391

action-value function 392

activation functions 9, 478

ReLU 479

sigmoid 478

tanh 479

ALBERT 214

key intuitions 214

aleatory uncertainty 438

probabilistic neural networks 441, 442

probabilistic neural networks, using 440

AlexNet 95

Android Studio

reference link 589

Application-Specific Integrated Circuit (ASIC) 501

Arduino Nano 33 BLE Sense

reference link 587

Area Under the Curve (AUC) 458, 549

Area Under the Receiver Operating Characteristic Curve (AUC ROC) 458

Arm Cortex-M

reference link 587

Artificial General Intelligence (AGI) 445

artificial neural networks (nets/ANNs) 3

atrous convolution

using, for audio 635

Attention mechanism 182-184, 195-197

computing 198, 199

full, versus sparse matrices 206

local attention 206

LSH Attention 206

seq2seq model, using with 184-189

Augmented Multiscale Deep InfoMax (AMDIM) 380

autoencoders...