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Questions tagged [reference-request]

Use this tag when requesting examples of research or links to papers. E.g. "What paper is a good place to start in the field of _____?" or "What are good examples of _____ in research?"

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39 views

First perceptron learning algorithm

I struggle to find Rosenblatts perceptron training algorithm in any of his publications from 1967 - 1951, namely: [1] Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms [2] ...
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1answer
71 views

What is the best book for learn Artificial Intelligence [closed]

What is the best book for learn Artificial Intelligence?
3
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1answer
61 views

What does “hard for AI” look like?

In theoretical computer science, there is a massive categorization of the difficulty of various computational problems in terms of their asymptotic worst-time computational complexity. There doesn't ...
2
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0answers
86 views

How to use semantic segmentation for self-driving control?

In the context of autonomous driving, two main stages are typically implemented: an image processing stage and a control stage. The first aims at extracting useful information from the acquired image ...
2
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2answers
86 views

Books or state of art papers about development of a strong-AI

The question is very basic: references to books ( or e-books or web published books ) or to state of art papers about current development trends for a strong-AI ? Some points about this question (...
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0answers
59 views

Comprehensive list of MOOCs and books on Reinforcement Learning

I'm actually trying to learn more about reinforcement learning but I've some trouble to find good resources. Right now I'm in the condition where I'm not so good on the topic to fully understand the ...
2
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1answer
235 views

Is Christopher Bishop’s “Pattern Recognition and Machine Learning” out of date in 2018?

I recently came across reference to a book that was highly regarded: “Pattern Recognition and Machine Learning” by Christopher Bishop. I am a beginner working my way through some machine learning ...
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0answers
32 views

What are some important results regarding the complexity of training neural networks?

In the paper "Provable bounds for learning some deep representations", an autoencoder like model is constructed with discrete weights and several results are proven using some random-graph theory, but ...
3
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1answer
94 views

Can Artificial Being learn despite a lack of self-awareness?

While am thinking about the age of Artificial General Intelligence and Artificial SuperIntelligence , this question came into my mind. This Bell Labs blog post says: "...where humanity is ...
3
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5answers
191 views

AI Beginners Book

Does anyone know a good book to buy for beginners to coding for artificial intelligence? I have done some coding in Java and a little with Python but I would be willing to learn a new language too. ...
2
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4answers
559 views

Is there something like OpenCV for voice recognition & NLP?

As you know OpenCV is a big great open-source library for image recognition and machine vision(and may further purposes like computer graphics, etc). Is there similar library in sound field(Voice ...
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0answers
48 views

Implementing deep learning papers for the beiginners [closed]

How did you implement your first ever model from a deep learning paper? Please share your experience. It will be useful for beginners looking into getting into implementing code for papers. A step by ...
1
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3answers
63 views

What are the top contributions from neuroscience to AI and viceversa? How much progress has been made from the interaction between these two fields?

What are the top contributions from neuroscience to artificial intelligence and vice versa? How much progress has been made from the interaction between these two fields? Is there a formal field ...
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2answers
2k views

Complete deep learning text classification with Python example

I would like to know if there is a complete text classification with deep learning example, from text file, csv, or other format, to classified output text file, csv, or other. I have seen tens of ...
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0answers
109 views

Research Areas: Deep Learning/Machine Learning in Manufacturing industry?

I am undergraduate Production engineering student. I am looking for research areas where I can use Deep Learning/Machine Learning in manufacturing industry. If anyone is working in similar area please ...
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1answer
49 views

Design ads and posters with Machine Learning

I would like to write a program that takes a number of elements as input (some images and some strings) and outputs a design (the program places the images and strings on a canvas, but also styles the ...
0
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0answers
25 views

Naive Bayes in distributed systems

I have a problem finding articles about how Naive Bayes can be distributed over multiple computers in a distributed environment (ex. Hadoop) and start to wonder if anyone has ever done it before. Can ...
7
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1answer
87 views

Measuring Soft Skill

How can we attach numerical value to the measurement of soft skill? Is there any book, site or materials that can teach me how to do this? I want to know if there is any way we can measure soft skill ...
7
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3answers
498 views

“Artificial Intelligence: A Modern Approach” book alternatives

There are two textbooks that I most love and am most afraid of in the world: Introduction to Algorithms by Cormen et al. and Artificial Intelligence: A Modern Approach by Norvig et al. I have started ...
2
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3answers
159 views

Can't find papers about Limitations of NN

Please if you know good research about limitations of neural network give me a link. There are a lot papers about expressive power of neural networks but I need researches about limitations. I know ...
0
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1answer
110 views

The connection between number of layer of DNN and computational complexity of it

number of layer of DNN and computational complexity of it are correlated after optimization, but how to estimate it before designing DNN?
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0answers
25 views

Are there a finite set of computable functions constructing deep neural network which can form or implement any c.e. function or computable function?

Are there a finite set of computable functions constructing deep neural network which can form or implement any c.e. function or computable function? Or does there exist a finite set of computable ...
5
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2answers
797 views

Permutation invariant neural networks

Could someone recommend a starting point (article or example) for permutation invariant neural networks? Definition of permutation invariant nn: Let's have neural network f, that takes as input n ...
3
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1answer
452 views

Automatic punctuation

I am building a system that should take text without punctuation and automatically add punctuation. I found some papers about automatic punctuation, but they are mostly about spoken language ...
2
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1answer
178 views

What chatbots can answer this type of (simple) question

I have tried with two chat-bots "clever bot" and "http://www.a-i.com/alan1/" and i got disappointing results. me: Socrates is a man bot: blah blah (common bot nonsense instead of an "ok") ...
3
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1answer
168 views

Searching keywords on web

I have not studied machine learning or AI really, but my job sometimes requires me to automate stuff. Right now the requirement I have, seems to be under AI domain, but I am not sure about ...
14
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2answers
8k views

How can these 7 AI problem characteristics help me decide on an approach to a problem?

If this list1 can be used to classify problems in AI ... Decomposable to smaller or easier problems Solution steps can be ignored or undone Predictable problem universe Good solutions are ...