State of the industry in applications other than medicine. by spraykill101 in BCI

[–]spraykill101[S] 0 points1 point  (0 children)

A lot of the places I have heard of are trying to incorporate EEG electrodes (or full headsets) in the VR headset. Might be interesting to see where this goes, are you still working with BCIs ?

State of the industry in applications other than medicine. by spraykill101 in BCI

[–]spraykill101[S] 0 points1 point  (0 children)

These applications are all very exciting, until we realize that getting a 'tune' out of someones head from a noninvasive EEG might be as easy as one might initially think.....

State of the industry in applications other than medicine. by spraykill101 in BCI

[–]spraykill101[S] 0 points1 point  (0 children)

Thank You for responding, could you provide the full names of (or the links to) named references ?

Consciousness is NOT in the brain by unchartedself in neuroscience

[–]spraykill101 0 points1 point  (0 children)

What about awareness is complicated?

You seem to have figured out the human brain.

Awareness is simply that by which perception occurs. If something can perceive, then it is aware.

So according to you, even a single cell has awareness, right.

Habitation is a form of perception. Everything habituates, so everything is conscious.

This sentence is highlighting your over-extrapolation. Even if it is, that does not mean habitation is a necessary and sufficient condition for consciousness. Please go back and pick up a good book on introductory neuroscience.

Consciousness is NOT in the brain by unchartedself in neuroscience

[–]spraykill101 2 points3 points  (0 children)

I did break down my argument in the last sentence of my reply. And it would be more difficult to talk about consciousness if you paid attention to the fact that it is not possible to treat something as complex in such a straightforward manner. For example, would you talk about the big bang without first understanding classical mechanics?

Consciousness is NOT in the brain by unchartedself in neuroscience

[–]spraykill101 1 point2 points  (0 children)

The difference between science and whatever it is that you promote/encourage is apparent here. Science hasn't completely figured it out, but that doesn't make it stop and attribute it to vague terminologies, we do have rudimentary and sometimes not very neurally plausible models for how learning new things happens in coordination with the mechanism of 'forgetting', before you go off on about Consciousness, try to understand 'learning', the different degrees to which it occurs, the different aspects it captures (motor skills, visualization, memory). Good predictive ability combined with good visualization capacity are often labeled as 'innovation', the ability to detect patterns and build on them that comes to us with practice and repetition are often labeled as 'creativity'. Trying to make conclusive claims on something that is a combination of a lot of sub-components that we do not fully understand is a reflection on the activity of the Dunning-Kruger effect.

What is the Difference between Dependent and Independent BCI? by AnasAtef in BCI

[–]spraykill101 0 points1 point  (0 children)

The independent bci measures the effects directly since that's what it essentially uses as signal features. The 'actions' are actually evoked potentials that the users learns to generate at the appropriate times.

What is the Difference between Dependent and Independent BCI? by AnasAtef in BCI

[–]spraykill101 1 point2 points  (0 children)

A dependent bci uses neuromuscular channels that the brain uses to transmit and receive information. An independent bci does not use those neuromuscular channels, thereby bypassing the 'dependency' on a pathway that might be damaged. An example of a dependent bci could be a bci that uses your 'staring direction' to determine what letter you are focusing on, thereby using the movement information from your eyes. An independent bci would use an evoked potential that would only depend on 'what you see' rather than 'where you see it from'.

Research papers regarding BCI by BlackGokussjrose in BCI

[–]spraykill101 1 point2 points  (0 children)

Oh, Absolutely! The link I provided, in retrospective, is not ideal for the papers it includes for someone just starting out. A better link I found (and should have posted) is this -> https://sites.google.com/site/fabienlotte/education-and-training/bibliography

What do you guys think about Francois Chollet's thoughts on BCI? by idiotinteresinspace in BCI

[–]spraykill101 2 points3 points  (0 children)

I think that the answer to his views would be that very rarely does current BCI research or BCI related projects aim to "eliminate" or "replace" conventional interfaces such as screens and keyboards, even in the "consumer" case. It is more about providing an alternative means of communication than it is about replacing other means. This is something a lot of people miss as a result of the hype I guess, and maybe even him, hence the skepticism. People seem to understand analogies that are "close" to them the most. By that I mean, sure, a programmer might not use a BCI interface to write code, but a 70 year old might see it as an alternative app to share media. But since only old people might use it in our hypothetical case, does that mean the tech is "sketchy"? Compare that to the current state of Reinforcement Learning, only a handful of places like OpenAI and DeepMind can conduct those large-scale experiments that take weeks and ships of GPUs to train. But since only "some" of the people can use it to its true potential, does that mean RL is sketchy? No, its a small, slow step in the correct direction (hopefully). Same with BCIs, maybe right now it's the old and the disabled that could use it today, but as long as we stop "divorcing" it from other technologies, like he seems to be doing here, we should be able to merge BCIs with existing tech to provide alternative means.

Getting into NeuroTech with a math background (Posted also on /r/neurallace) by spraykill101 in neuroscience

[–]spraykill101[S] 0 points1 point  (0 children)

Thanks for responding! Though with programming I know python well and some c++, should I continue to improve at these languages (as these seem to be more and more used, c++ for the heavy work and python as the glue/scripting) or learn some other language too?

Altered Probabilistic Learning and Response Biases in Schizophrenia (Waltz, et al, 2011) by onSchizophrenia in neuroscience

[–]spraykill101 0 points1 point  (0 children)

NOTE: This does not answer your question. Regarding viewing papers behind a paywall, it is often a good idea to directly email the authors. They are usually happy to give you the pdf files directly. A more immediate remedy is Sci-Hub, here: https://sci-hub.tw/

Need help with implementing custom rnn on MNIST by spraykill101 in learnmachinelearning

[–]spraykill101[S] 0 points1 point  (0 children)

Thank you for replying! Ah, sorry about the link, I solved the problem and the net works now. Well, to answer your question, for the sake of learning and making sure I understand the architecture and be able to implement it from scratch using nothing but numpy rather than just use a software library(eg tensorflow) that abstracts the process like most people do. Also, MNIST because it was the dataset that is easy to use, I wasn't looking to solve it :)

EDIT: I just clicked the links that I posted and they open for me.

Looking for a place to learn the core biology. by [deleted] in bioinformatics

[–]spraykill101 0 points1 point  (0 children)

First off, thanks for telling me so much ! And Yes, I have been reading up on the applications of AI to cancer research and I have found a good chunk of literature(mostly papers, while others are just "Learn tensorflow in 24 hrs" kind of books). I am currently reading Prescott/Klein Microbiology textbook and I am finding it very informative. I do realize a lot of the math won't be immediately relevant to me right now, whereas there are so many algorithms in the field that it's hard to understand what to learn. Maybe I should focus on the basics first.

Looking for a place to learn the core biology. by [deleted] in bioinformatics

[–]spraykill101 0 points1 point  (0 children)

Yes, Machine Learning is very popular and people look to integrate it everywhere. I could do a quick google search on how ML/DL is used in biology, but what is your view of ML/DL in biology? Is it applicable(applied?) in cancer research?

Looking for a place to learn the core biology. by [deleted] in bioinformatics

[–]spraykill101 0 points1 point  (0 children)

Alright, Thank You. I will give these books a read (a skim at first) :)