Tag: neural-networks

82 Do scientists know what is happening inside artificial neural networks? 2016-08-09T02:08:56.663

62 How can neural networks deal with varying input sizes? 2016-09-23T10:33:58.060

53 What are some well-known problems where neural networks don't do very well? 2020-03-11T17:27:32.623

47 Are neural networks prone to catastrophic forgetting? 2019-07-10T03:29:44.830

42 How to select number of hidden layers and number of memory cells in an LSTM? 2017-04-14T13:35:03.903

36 How do capsule neural networks work? 2016-08-04T08:28:06.277

32 Why is Lisp such a good language for AI? 2016-10-31T03:38:07.027

30 Is artificial intelligence vulnerable to hacking? 2018-06-19T11:53:14.547

28 How is a deep neural network different from other neural networks? 2016-08-02T16:59:30.683

27 Is it possible to train the neural network to solve math equations? 2016-08-02T21:37:32.420

27 Could a neural network detect primes? 2017-05-26T15:15:31.397

27 What is the difference between a convolutional neural network and a regular neural network? 2018-03-06T21:01:55.610

25 Can neural networks be used to prove conjectures? 2018-08-04T09:57:21.870

24 Is it possible to train a neural network incrementally? 2017-09-06T09:57:10.807

23 What is the purpose of an activation function in neural networks? 2018-03-02T21:27:24.353

22 What is the time complexity for training a neural network using back-propagation? 2018-03-18T11:26:55.320

21 Is the pattern recognition capability of CNNs limited to image processing? 2016-08-02T16:38:55.800

20 Can a neural network be used to predict the next pseudo random number? 2017-08-21T15:18:15.710

19 Understanding GAN loss function 2017-06-13T10:50:56.343

19 What is a Dynamic Computational Graph? 2017-08-11T05:31:09.903

18 Are there any computational models of mirror neurons? 2016-08-02T21:59:01.093

18 Are these two versions of back-propagation equivalent? 2016-09-04T09:45:02.357

17 Could a Boltzmann machine store more patterns than a Hopfield net? 2016-08-10T14:10:08.270

17 Permutation invariant neural networks 2017-12-04T14:42:49.947

17 How are Artificial Neural Networks and the Biological Neural Networks similar and different? 2018-04-08T21:34:26.637

16 How do I handle large images when training a CNN? 2017-08-31T11:04:35.500

16 Are Modular Neural Networks more effective than large, monolithic networks at any tasks? 2018-12-02T21:09:26.017

15 How do I decide the optimal number of layers for a neural network? 2016-08-03T05:31:30.353

15 Has anyone thought about making a neural network ask questions, instead of only answering them? 2016-09-12T05:41:30.610

15 How can I deal with images of variable dimensions when doing image segmentation? 2018-05-04T22:21:03.393

15 How to choose an activation function? 2018-07-09T00:06:57.810

14 How can I automate the choice of the topology of a neural network for an arbitrary problem? 2016-08-05T21:29:37.880

14 How should I encode the structure of a neural network into a genome? 2016-08-14T19:16:12.140

14 1 hidden layer with 1000 neurons vs. 10 hidden layers with 100 neurons 2017-05-04T13:06:37.990

14 What's the main concept behind capsule networks? 2017-11-02T06:33:19.507

13 Should deep residual networks be viewed as an ensemble of networks? 2016-09-20T10:54:14.493

13 Input/output encoding for a neural network to learn a grid-based game 2017-06-09T11:21:34.740

13 What activation function does the human brain use? 2018-04-18T10:36:13.770

13 Can BERT be used for sentence generating tasks? 2018-11-24T13:44:39.893

12 Is there any artificial intelligence that possesses "concentration"? 2016-08-06T22:59:43.413

12 How do generative adversarial networks work? 2016-10-24T11:42:28.893

12 What makes neural networks so good at predictions? 2016-12-21T20:47:37.700

12 Can an AI be trained to generate the outline of a story? 2018-05-15T19:44:19.023

12 Can layers of deep neural networks be seen as Hopfield networks? 2018-09-03T09:56:39.463

12 What is a recurrent neural network? 2019-04-28T16:55:21.243

11 How does noise affect generalization? 2016-08-02T15:40:20.623

11 What are the advantages of complex-valued neural networks? 2016-08-04T08:32:36.610

11 Are Cellular Neural Networks one type of Neural Networks? 2016-11-27T16:53:45.910

11 How can I make my network treat rotations of the input equally? 2017-08-07T11:47:26.490

11 How do I select the relevant features of the data? 2017-09-04T07:20:24.417

11 What are the advantages of ReLU vs Leaky ReLU and Parametric ReLU (if any)? 2018-07-24T12:47:42.820

11 Which layer in a CNN consumes more training time: convolution layers or fully connected layers? 2018-09-06T23:27:52.350

11 Are there neural networks with very few nodes that decently solve non-trivial problems? 2019-03-01T14:09:32.353

11 Where can I find the proof of the universal approximation theorem? 2019-07-11T08:40:14.007

11 What are all the different kinds of neural networks used for? 2019-09-23T08:33:58.867

11 Is there a way to understand neural networks without using the concept of brain? 2019-10-19T18:23:15.347

10 Are neural networks and its variants the only way to reach true artificial intelligence? 2016-08-03T15:56:18.480

10 Do deep learning algorithms represent ensemble-based methods? 2016-09-15T15:34:08.027

10 How to classify data which is spiral in shape? 2016-09-18T11:20:23.830

10 How to train a chatbot 2016-12-14T21:56:01.237

10 Why do activation functions need to be differentiable in the context of neural networks? 2016-12-21T23:26:55.103

10 AI that can generate programs 2017-02-07T19:44:51.280

10 Teach a Neural Network to play a card game 2017-09-17T20:12:20.860

10 Why initial weights in neural network are randomized? 2017-10-21T06:52:15.723

10 Why is the merged neural network of AlphaGo Zero more efficient than two separate neural networks? 2017-10-30T23:01:56.720

10 What is the fundamental difference between CNN and RNN? 2017-12-08T14:48:36.857

10 Use AI or Neural Network for logo detection 2017-12-15T17:15:42.727

10 Using neural network to recognise patterns in matrices 2018-01-22T21:40:56.423

10 Mathematical intuition for the use of Re-Lu's in Machine Learning 2018-03-09T10:45:31.297

10 Can a neural network work out the concept of distance? 2018-04-18T12:01:49.907

10 What are the models that have the potential to replace neural networks in the near future? 2018-07-06T03:49:26.513

10 What does it mean for a neuron in a neural network to be activated? 2018-08-14T13:36:44.403

10 Why does the policy network in AlphaZero work? 2018-09-14T20:21:27.440

10 What happens when I mix activation functions? 2019-01-04T13:39:22.473

10 Learning Rotated bounding box for object detection 2019-01-11T15:00:12.263

9 Can a single neural network handle recognizing two types of objects, or should it be split into two smaller networks? 2016-08-02T15:52:19.413

9 Can autoencoders be used for supervised learning? 2016-08-02T21:36:28.053

9 How much of Deep Mind's work is actually reproducible? 2016-08-04T07:43:33.010

9 Is it beneficial to represent a neural net as a matrix? 2016-08-05T10:49:39.557

9 How do evolutionary algorithms have advantages over the conventional backpropagation methods? 2016-08-11T09:39:32.893

9 How does using ASIC for the acceleration of AI work? 2016-08-17T02:02:41.510

9 Power efficiency of human brains vs. neural networks 2016-09-02T19:37:42.443

9 Was DeepMind's DQN Atari game learning simultaneous? 2016-10-20T01:42:51.263

9 Are we technically able to make, in hardware, arbitrarily large neural networks with current technology? 2016-10-23T19:46:36.997

9 Are the shortcomings of neural networks diminishing? 2017-01-10T08:38:16.777

9 How to transform inputs and extract useful outputs in a Neural Network? 2017-02-07T15:59:42.137

9 How much of a problem is white noise for the real-world usage of a DNN? 2017-02-23T21:11:34.133

9 How powerful are the computers that power the most advanced artificial intelligence nowdays 2017-04-02T01:47:09.427

9 Open-source tool for home AI learning/experimentation? 2017-05-23T00:22:31.627

9 Is the mean-squared error always convex in the context of neural networks? 2017-08-22T14:26:51.633

9 What is an activity vector in capsule neural networks? 2017-11-04T02:44:36.640

9 What size of neural networks can be trained on current consumer grade GPUs? (1060,1070,1080) 2017-12-09T10:20:49.837

9 Neural networks vs Genetic algorithms in games like Tic Tac Toe? 2017-12-12T12:14:09.153

9 Is neural networks training done one-by-one? 2019-05-25T05:08:26.117

8 What is "backprop"? 2016-08-02T15:39:14.947

8 What's the difference between hyperbolic tangent and sigmoid neurons? 2016-08-02T19:02:33.003

8 What are the learning limitations of neural networks trained with backpropagation? 2016-08-03T18:05:24.997

8 Are ReLUs incapable of solving certain problems? 2016-11-17T20:46:24.343

8 How would one debug, understand or fix the outcome of a neural network? 2017-03-03T11:08:49.327