Works
BioNeuroTech and Harry Muzart
(Initial Draft Plan)
(Still in early stages of development)
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Cognition & Interactive Comms
--- (*) Cognitive Sciences, Cognitive Behaviour, eLearning, Games, Game Theory Mechanics, Communications, HCI, Educ., Graphical 3D models {Cognition & Interactive Comms}
My Work - Post-Completion
Android App #1 (Java-based) // Neuro eLearning& quiz
Android App #2 (Java-based) // Game 1
Google Sites
Graphics, 2D, 3D
Gits & Fora
Articles
Video Production (YT)
Support Sites for Apps
My Work - Current in Dev
Android App #3 (Java) // 3D Brain
Android App #4 (Java) // d
MS Windows Mob Apps x 2
My Work - Future
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Others’ Work
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My Work - Post-Completion
Android App #1 (Java-based) // Neuro eLearning & quiz
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Description
Description
about CN In terms of content
CN Comput
N Cognitive
N
how built CN In terms of applications
CN Computational Neuroscience: Base Coding for Intelligent Systems
Neurobiol Labs - hands-on end-user applications in ucl/nhs
Cognitive Neuroscience: Design and Management
end user CN
CN
N physical integration
N
The link to my Google Play Account where you can download my published Android Apps:
https://play.google.com/store/apps/developer?id=BioNeuroTech%20AppLab&hl=en
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--- Flying Neural Net (Basic Game) 1.0 [Beta Testing]
--- Neuroscience (Interdisciplinary) eLearning Quizzes [TBC]
--- Other [TBC]
Using Blender 3D
Experimental Work:
For all current files, see link:
https://drive.google.com/drive/folders/0B0qSKFqszohLTTZIZkg1c09xaVU?usp=sharing
--- SimBrain Experiments
--- Allen BioArray Data Comparatives
--- TensorFlow NN repurposing in GitHub
--- ERP / EEG data
--- Comparative Data in Excel / CSV / Access Files - Data between Hippocampus and PFC can generated;
To be confirmed:
--- Use of Machine Learning Analytics on the above Data Projects
--- Human Connectome Project Forum Collaboration
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--- (*) Modelling Biological Neural Networks and Artificial Neural Networks, Neural Engineering. {Neural Networks} This Has Huge Applications in All Below, Clinical and to make SuperHuman beings (Humans and Computers), and to make Neuro-Robots – to integrate them. Cognitive, Physiol, Mechan.
My Work - Post-Completion
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My Work - Current in Dev
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My Work - Future
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Others’ Work
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### 3D objects
### SimBrain Expts
### ERP data
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### Repository
Neurogen
NEURON
Human Genome Project
Human Brain Project
Intelligent Analytics
--- (*) Artificial Intelligence, Deep Machine Learning, Cognitive Statistical Analytics, Sentiment Analysis, and Their Applications. {Intelligent Analytics}
### ML with Python and Google Cloud
### Allen Brian data
### Databases projects
### App Script Chrome Ext
### MatLab
### R
### Do a website from scratch with my own domain
My Work - Post-Completion
Android #1 (Java) // eL
Android #2 //
Windows
My Work - Current in Dev
My Work - Future
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Others’ Work
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Further Applicaitons
Applications of Intelligent Systems
--- GDMH
My Work - Post-Completion
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My Work - Current in Dev
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My Work - Future
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Others’ Work
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BioMolecular Informatics
--- Biochemistry (Neurosciences) (Computational Models), Molecular Mechanics, Molecular Modelling, Synaptic Pharmacology, Biophysics, Stem Cell Developmental Processes. I focus on the. {Molecular}
### 2D/3D
### ---
Repository
My Work - Post-Completion
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My Work - Current in Dev
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My Work - Future
X
Others’ Work
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Prosth. (Comp) & other Nano/Macro Tech
--- Tissue Engineering (Computational Models), Nano. Biomaterials, Bionics, Cybernetics Prosthetics Androids, 3D Technology VR/Printing. {Nano/Macro Tech}
### structural engineering - ucl extend.
### ---
### Repos
My Work - Post-Completion
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My Work - Current in Dev
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My Work - Future
X
Others’ Work
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Robotics
--- Electronics and Electromechanics & Robotics, building basic components. Not yet full robot. Not yet neuro-engineering Sensorimotor Integration (eg. BMI), Neuro-Robotics. {Robotics}
### Arduino
My Work - Post-Completion
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My Work - Current in Dev
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My Work - Future
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Others’ Work
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Global Phys
Global Econ
Novel Physical Scopes
Other advanced technologies looking in looking in working on:
--- Ultra-realist V-Labs on Mobile Tech;
--- DIY Home Labs (3D Printing, bioc, medical diagnostics, recordings, robotics making).
--- Augmented reality constructs (with AI-powered search and social networks)
--- Full Neuro-Robotics – this will require a complete neuroscience and complete robotics.
Other Apps (----) - Android Apps and Chrome Extensions
Coming soon - apps for GoogleOS/Android tablets (and maybe other mobile devices) - which will be developed with Android Software Development Interface on WindowsOS. The app will be free to download from Google Play. The source code will be made open-source (in either Python, C, or Java --- conversions will be created for a few standard languages) with Google's permission.
Also: Chrome Extension web apps - these will work on the Internet Browser websites displayed.
---1--- Android Studio 2.2 on Windows 10 PC (Java, XML) ---> Android Apps (Android 4.0+ Tablets and Phones - 5 to 10")
---2--- Chrome Developer Environment on Windows 10 PC (JavaScript, HTML5, CSS) ---> Chrome (by Google) Internet Browser *Extensions*, for any OS (G Chrome OS, MS Windows 7+, iOS/Mac, Linux, Other --- for any desktop PC / laptop / tablet / phone). {Internet connection needed}
Apps will be about Computational Neuroscience / Machine Learning , and they will aim to be directly use Computational Neuroscience / Machine Learning.
Android App - Science Feeds
Chrome Extensions -
Website Tools - Databases
*** 'AlphaMem' Project
Project still being worked on - see GitHub for slow progress towards solving the code for Emotional Episodic Memories - just one cognitive trait of humans. (based on my research at UCL with staff from the NPP Dept and ICN)
https://sciarticles.wordpress.com/article-2/ > //latter_part// (in Python v3.0+)
https://scientifically.org.uk > //-3-comp-neuro// > UCL Gatsby & ICN, Google DeepMind, TensorFlow neural network simulation.
https://github.com/Harry-Muzart > //hm_proj_001#//
Work inspired by UCL researchers: Demis Hassabis, Neil Burgess, Peter Dayan, Geraint Rees, Eleanor Maguire, John O'Keefe, Karl Friston, Ray Dolan, Matteo Carandini, and many others.
see https://www.researchgate.net/project/A-computational-framework-for-the-embodied-mind for neural circuit cognitive implementation
see https://www.academia.edu/Documents/in/Robotics_and_AI for neural circuit behavioral implementation in humanoid robots
(also see section below on Neuro-Robotics)
*** NeuroCogFeeds (App by HM)
App developed (Windows 8 Phone) (not yet published in Windows App Store)
--- To enable Human-Computer Interaction and eLearning, we can take principles of evolutionary & developmental cognitive neuroscience and behavioral economics to help enhance the interface for users, so that they can learn about science topics such as neuroscience in more efficient ways.
--- They can interact with the app with a touchscreen by swiping in different directions, and they can internalize the content into their own brain (ie. learning by visualization).
--- This app is different from other platforms because:
(a) you do not need to access each feed manually, it would save people a lot of time (and the next app version will feature about 100 more feed lists).
and (b) the app does not depend on an internet connection, nor do the archived feeds, only the newest data depends on an internet connection; also, if one website has a server problem, it will not affect other parts of the app.
https://drive.google.com/drive/folders/0B0qSKFqszohLTTZIZkg1c09xaVU?usp=sharing
https://github.com/Harry-Muzart > //hm_proj_002#//
https://developer.microsoft.com/en-us/ > https://appstudio.windows.com/en-us/
Databases
Embed Databases and use built Chrome Extensions on them.
Services offered by me (TBC):
--- Science Consultant/Adviser
--- Peer reviewing and feedback on works
--- Adding to open source code repositories
--- Testing products
--- IT troubleshooting
--- Biobanking supplying
--- Surveying - in London Tottenham Hale area
--- ...
voluntary/paid basis
(Fill in Contact Form)
I am also trying to develop hard (AI & non-AI) apps to optimize (exponentially/combinatorially) all the above.
The apps are based on long and complex innovated systems of low-level code.
Other projects currently being studied and will work on in the future
Biological Informatics
Work in biomolecular information systems, and dynamic complex cellular physiological systems. This is not strictly directly-related to Genomics.
BioMedComms - finding a way for data to be communicated and used in translational clinical applications.
BioNeuroSoft - a base operations infrastructure for BioMedComms
http://www.bioinformatics.org/people/index.php?user_hash=669fde98787fad72 (H Muzart, member profile)
https://crcns.org/data-sets (collaborative data-sharing in computational neuroscience)
http://connectivity.brain-map.org/transgenic (Allen Institute 3D and 2D atlases for histological sub-structures of brain and relation to
gene expression/knockouts +/+, +/-, -/- ) (privately-funded and govn-funded US project)
http://www.biometrics.tibs.org/
http://www.neb.uk.com/Product_Overview/CellImagingOverview.asp (New England BioLabs - Spring Harbor - products for projects)
http://journals.plos.org/ploscompbiol/s/latex (PLoS Comp Biol data forms)
Nano-Systems Repository
Coming soon - a OA repository of nanotechnology (very small) systems
(DIY nano-machines, nano-computing, quantum dot cellular automata, chem tech, biochem tech)
For each, info on:
--- Blueprint for the complete nano-system
--- Their functional algorithm(s) and interaction(s) with other nano-systems
--- The algorithm for manufacturing the nano-system from raw parts to end product
Biomolecular Engineering & Cellular Pathophysiology (Computational Approach)
Modelling computational structural biochemistry (inspired by Michael Levitt's work which won him the 2013 Nobel)
How can this be applied to: genetic engineering, gene therapy and stem cell technologies.
Biological Tissue Engineering / BioMaterials
Growing of biological organs (in labs), to regenerate living humans parts. But with functional parts that can be functionally integrated. Also: materials science of self-organizing nano-systems.
Neuro-Engineering and Cybernetics/Robotics
Neuro-robotics - humanoid robots with human-level sensorimotor abilities and perception, which can also self-modify
Open-Source Data for Theoretical Foundations; 3D Models and Code Implementation:
http://link.springer.com/journal/volumesAndIssues/422 ("Journal of Biological Cybernetics - Advances in Computational Neuroscience")
ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6221036 ("Transactions on Cybernetics & Systemics", "Institute for Electrical/Electronics Engineers")
Current projects at MIT and California Institute of Technology (in physical mechanics representations):
www.cbmm.mit.edu; www.cns.caltech.edu/; www.be.caltech.edu/; www.cms.caltech.edu/research/robotics
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GitHub & Zooniverse
Built in JavaScript, HTML5, CSS, SQL - this will link with GoogleCloud
(Adverts will be displayed).
>> >> >>
Widget to allow 3D rotation, panning and zoom (select extract Hmtl5 for embedding)
I am currently working on ways to use a web-browser-extension app, using DML, on it --- to integrate it with other sources to label-link each macroscopic sub-structure with the IEEE data-sets.
Issues to deal with:
--- Higher computational processing power (hardware and software engineering). (might take another 5-10 years, will be done with time)
--- A near-completed field of Neuroscience to be able to integrate artificial components (implanted chips, bio-friendly wires) with the biological
mammalian nervous system. (might take another 30-40+ years; much more complicated to solve, must be intensive invested collaborative effort)
Already, these can be implemented, to some extent at a basic level. The more complicated the wiring, the more time it will take to get there.
One major problem beside potential biological infections: computer viruses affecting privacy and cybersecurity --- as hackers will soon be able to hack biodevices and take control of parts of peoples' nervous systems which are hardwired to computer devices.
3D-Tech: 3D-Modelling --- Virtual Reality --- 3D-Printing
We are also exploring the use of 3D printing:
Applying DML: (eg. in dentistry - take 3D scans of many peoples' teeth and then pool and generating an 'average' for occlusion model - prostho-orthodontics.)
Printing 3D models of teeth, or eye parts, skin grafts, hair, with biological tissue --- also other parts of biomedical engineering and bio-prosthetics and bionics.
This will hopefully be ubiquitous in-home DIY, in about 10 years time --- there is just a need to get the cost down dramatically.
I will soon try to set up a public repository for these types of files - subject to approval from government organisations which regulate these.
On the nanoscale, printing artificial neural networks, either molecular computer, biological neural networks, or silicon chips for standard in silico computations
Other novel 21st century projects
TBC
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