Can we use Simulink (MATLAB) for Deep learning?

More Muhammad Ali's questions See All

How can we create artifical datasets in MATLAB based on some real-datasets?

I have real time datasets of 3 years dealing with energy management of households. Now these datasets are not enough to conclude that my model will perform well on every situation. For that, i...

08 September 2019 7,792 10 View

What exact methods are available to solve mathematical optimization problems?

For instance, if i formulate mathematical equations to solve multi-objective optimization problem (1 value should decrease while other value should increase at the same time) then what algorithm...

04 May 2019 4,809 14 View

How to evaluate reinforcement learning model?

I am relatively new to reinforcement learning and have been experiencing with a reinforcement learning model to make decisions based on human activities (dynamic environment). Appreciate if...

04 May 2019 9,226 5 View

What is offline and online experimental analysis?

While reading the literature most of papers are based on these words.Normally these words are quoted to check the effectiveness of proposed method. What is the actual difference between these?Does...

01 February 2019 5,955 8 View

How to remove uncertainty from forecasting models?

I have seen quality papers indicating a notorious issue "uncertainty" in prediction/forecasting models. 1).What are the best ways to measure uncertainty in forecasting models? 2).Potential...

01 February 2019 3,369 3 View

Is ambient intelligence similar to Context awareness or machine learning?

I want to implement Ambient intelligence in my research with a prime focus on Smart home automation. Is ambient intelligence is quite same as Context awareness or machine learning? I want to...

31 December 2018 3,567 6 View

How to adjust deep learning parameters using Particle swarm optimization (PSO)?

As success of deep learning depends upon appropriately setting of its parameters to achieve high-quality results. The number of hidden layers and the number of neurons in each layer of a deep...

31 December 2018 4,684 8 View

Does anybody has a dataset of SMART HOME covering the electricity consumption of different appliances?

I am conducting research on Intelligent Energy management with specific attention to modern 'smart homes' using artificial intelligence algorithms.But,i couldn't find any dataset covering...

11 December 2018 7,630 3 View

Which are the latest Optimization techniques in artificial intelligence for solving Power system problems ?

My project work is optimization in power system using artificial intelligence (like fault location and classification,load forecasting and context awareness and IoT. etc ) and I have used PSO...

09 October 2018 9,244 2 View

Why Symbolic Aggregate approXimation (SAX) is preffered for time series data in substations instead of Discrete Fourier Transformation (DFT), DWT?

I want to identify fault and load patterns (signatures) from time series data of power measurements at distribution substations, principally via machine-learning and data mining and related...

04 May 2018 7,197 1 View

Could you recommend some articles on Urban Transportation System optimization and Innovation?

13 August 2024 2,595 3 View

Feedback defines the constitution of an organism?

“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

Text-Communication from the M1 Hand Area using BCI—and then there is Elon Musk?

Willett, Shenoy et al. (2021) have developed a brain computer interface (BCI) that used neural signal collected from the hand area of the motor cortex (area M1) of a paralyzed patient. The...

10 August 2024 7,180 0 View

Can we mark 'EFL Learners shifting from general digital to AI technologies' as technological transition?

After COVID-19 it has seen that EFL learners technological affiliation has raised. In addition, in the post-COVID period learners started to engage AI technologies like ChatGPT while learning...

08 August 2024 8,964 4 View

What are examples of AI for good projects a teacher can assign to students?

So I am organizing an AI seminar. What are possible AI projects in the AI for good spirit? something the students can do and have an impact?

08 August 2024 9,437 4 View

Self-Organizing Superorganisms—as envisaged by Nenad Sestan (2018)?

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

How to design human-centered classroom in the age of A.I.?

08 August 2024 347 5 View

Hello all, Looking for international reviewer to review Ph.D thesis in wireless sensor network.Can anybody help?

My name is Apurva Saoji. I am a Ph.D scholar in Computer engineering in India. I am looking for international expert in reviewing my PhD thesis, "Competitive Optimization Techniques to Minimize...

07 August 2024 4,600 2 View

How does grain and grain boundary affect the ceramic when studying its dielectric properties?

I am not able to get good literature and the physics behind how first these grains and grain boundaries arises out of no where when we make a pellet to study its dielectric properties and then how...

07 August 2024 5,177 3 View

Do experts have journals in the field of artificial intelligence and big data that are not indexed by SCI or EI?

05 August 2024 8,836 2 View

Biao Jiang

Yes, Simulink blocks can be self-defined by writing any codes using NN toolbox or other deep learning toolboxes.

Leonid Kupershtein

yes, you can create neural networks with many layers and many neurons in each layer

https://www.mathworks.com/help/nnet/deep-networks.html

https://www.mathworks.com/matlabcentral/fileexchange/38310-deep-learning-toolbox

Satya P Singh

https://www.mathworks.com/solutions/deep-learning/models.html

https://www.mathworks.com/videos/integrate-deep-learning-into-your-control-algorithm-in-simulink-1515534470217.html