It is was proposed in Inception Architecture and is being exploited in recent CNN Architectures. Is it good in combination with depth of the architecture.
Seems that these stratigies are like ensembles of classifiers. Creating diversity and then merging for having a collective and robust decision.
Detecting behaviour of a malware with polymorphism attribute.
05 June 2019 8,025 4 View
For limited hardware resources, which ones are best? Is it the CNN architectures based on depthwise convolution or any other concept?
04 May 2019 9,447 2 View
What if the test distribution is a little different than the training distribution.
03 April 2019 5,166 12 View
I mean how can we tell that an existing idea/innovation is going to be very fruitful in next ten years or so. Can we train an AI system for this that can predict the dominance/worth of existing...
04 May 2018 1,803 2 View
I think, its possible to have in future, an Adaptive AI System (like Adaptive Deep NN ) and wearable gadgets for each person. The Adaptive Deep NN will be smart enough to collect and analyse the...
04 May 2018 9,517 1 View
Setting initial parameters is quite important in many ML and specifically, in deep neural networks. Weights and biases are the parameters of a deep neural Network. So what is the best weight...
02 March 2018 8,040 4 View
Resnet and other recent deep NN architectures seem to be Ensemble Neural Networks. Combiner/ MetaClassifiers
01 February 2018 9,284 1 View
We have two basic aspects of Artificial Neural Networks; (a) Architecture and (b) Learning Strategy. How far we can go in bringing innovations in the Architectures of Deep Convolutional Neural...
31 December 2017 8,860 3 View
Deep neural networks have high representational capacity and have gained much success in recent years. However, with the ability of high representational capacity, it can also suffer from...
05 June 2017 3,704 8 View
Is deep Learning ( deep neural networks, convolutional deep neural networks, etc.) good for regression problems?
01 February 2015 6,898 14 View
“Here is a thought experiment. Let's place Rodolpho Llinas's jarred-brain on top of a body (Fig. 1). I bet Llinas would argue that his jarred-brain retains its own consciousness, and the android...
11 August 2024 2,483 1 View
The rate of glucose consumption by the neocortex is reduced by over 80% during anesthesia (Sibson et al. 1998), which disables the synapses (Richards 2002) that are inundated by glial tissue (Engl...
08 August 2024 3,118 0 View
Larger brains, which typically contain more neurons, store and transfer more information (Tehovnik and Chen 2015), but the precise relationship between number of neurons and information has yet to...
05 August 2024 1,238 2 View
I need the python code to forecast what crop production will be in the next decade considering climate and crop production variables as seen in the attached.csv file.
05 August 2024 2,977 3 View
Brain and body mass together are positively correlated with lifespan (Hofman 1993). The duration of neural development is one of the best predictors of brain size, and conception is the best...
05 August 2024 6,247 3 View
Hello everyone, I am currently working on a research project that aims to integrate machine learning techniques into an open source SIEM tool to automate the creation of security use cases from...
04 August 2024 3,196 2 View
When the entire neocortex is ablated in rodents, although they are still able to swim, all the limbs move continuously and asynchronously (Vanderwolf 2006; Vanderwolf et al. 1978). Normal animals...
03 August 2024 835 3 View
Machine learning (ML) has shown great potential in predicting the compressive strength of concrete, an important property for structural engineering. However, its practical application comes with...
03 August 2024 2,546 2 View
I have seen plenty of existing works on applied Reinforcement Learning (RL) policies for optimized scheduling in IoT networks including Q-learning, DQNs, and the newer ones including PPO for...
01 August 2024 8,754 2 View
Samuel Morse, the inventor of the Morse Code, understood that certain letters in the English language occurred more frequently than others (Gallistel and King 2010). To deal with this, Morse used...
01 August 2024 4,456 2 View