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Discipline in biomedical engineering
Neural engineering (also known as neuroengineering) is a discipline within biomedical engineering that uses engineering techniques to understand, repair
Neural_engineering
Scientific journal
of Neural Engineering is a peer-reviewed scientific journal published bimonthly by IOP Publishing. Established in 2004, it covers research on neural engineering
Journal_of_Neural_Engineering
Computational model used in machine learning
learning, a neural network (NN) or neural net, is a computational model inspired by the structure and functions of biological neural networks. A neural network
Neural network (machine learning)
Neural_network_(machine_learning)
Graphical and scripting software
Neural Engineering Object (Nengo) is a graphical and scripting software for simulating large-scale neural systems. As the neural network software Nengo
Neural_Engineering_Object
Academic journal
IEEE Transactions on Neural Systems and Rehabilitation Engineering is a peer-reviewed and open-access scientific journal published by the IEEE. The journal
IEEE Transactions on Neural Systems and Rehabilitation Engineering
IEEE_Transactions_on_Neural_Systems_and_Rehabilitation_Engineering
Application of engineering principles and design concepts to medicine and biology
[citation needed] === Neural is a discipline that uses engineering techniques to understand, repair, replace, or enhance neural systems. Neural engineers are
Biomedical_engineering
Use of biomedical engineering to restore or replace nervous system tissue
Neural tissue engineering is a specific sub-field of tissue engineering. Neural tissue engineering is primarily a search for strategies to eliminate inflammation
Neural_tissue_engineering
Scientific study of the nervous system
12 953. doi:10.3389/fnins.2018.00953. PMC 6341218. PMID 30697140. "Neural Engineering – EMBS". Archived from the original on 2022-06-19. Retrieved 2021-11-11
Neuroscience
Artificial neural network that mimics neurons
Spiking neural networks (SNNs) are artificial neural networks (ANN) that mimic natural neural networks. These models leverage timing of discrete spikes
Spiking_neural_network
Nerve sensors used in brain-computer interfaces
Neural dust is a theoretical class of nanometer-sized devices operated as wirelessly powered nerve sensors; it would be a type of brain–computer interface
Neural_dust
Disorder impairing normal brain function
motor, and cognitive control networks. Other fMRI studies found reduced neural activation and coactivation in the anterior insula and dorsal anterior cingulate
Functional neurological symptom disorder
Functional_neurological_symptom_disorder
Network or circuit of neurons
A neural circuit is a population of neurons interconnected by synapses to carry out a specific function when activated. Multiple neural circuits interconnect
Neural_circuit
Connection between brain and computer
Experience machine Intendix Kernel (neurotechnology company) Motor imagery Neural engineering Neurorobotics Neurostimulation Nootropic OpenBCI Paradromics Precision
Brain–computer_interface
Class of artificial neural network
In artificial neural networks, recurrent neural networks (RNNs) are designed for processing sequential data, such as text, speech, and time series, where
Recurrent_neural_network
Integrated circuit technology
applications for neuromorphic engineering in the late 1980s. In 2006, researchers at Georgia Tech developed a field programmable neural array, a silicon-based
Neuromorphic_computing
Technique to solve partial differential equations
In machine learning, physics-informed neural networks (PINNs), also referred to as theory-trained neural networks (TTNs), are a type of universal function
Physics-informed neural networks
Physics-informed_neural_networks
Disciplines into which the field of engineering is conventionally divided
Computer-aided engineering Model-driven engineering Concurrent engineering Engineering analysis Engineering design process (engineering method) Engineering mathematics
List_of_engineering_branches
2009 book by Iain McGilchrist
genetics Integrative neuroscience Molecular neuroscience Neural decoding Neural engineering Neuroanatomy Neurobiology Neurochemistry Neuroendocrinology
The_Master_and_His_Emissary
Application of biology and engineering to create useful products
Biomedical engineering: application of engineering principles and design concepts to medicine and biology for healthcare purposes. Tissue engineering Neural engineering
Biological_engineering
Thai academic (born 1979)
at the university. He specializes in brain–computer interfaces and neural engineering. In the 2014 general election, Wongsawat was elected member of the
Yodchanan_Wongsawat
Type of activation function
half-wave rectification in electrical engineering. ReLU is one of the most popular activation functions for artificial neural networks, and finds application
Rectified_linear_unit
artificial neural network applied to a real‑world engineering problem. Group method of data handling, a method to train arbitrarily deep neural networks
History of artificial neural networks
History_of_artificial_neural_networks
First human recipient of a Neuralink implant
had changed surgical techniques for later implants. Reuters quoted neural engineering expert Kip Ludwig as saying that the demonstration was promising but
Noland_Arbaugh
Program at the California Institute of Technology
The Computation and Neural Systems (CNS) program was established at the California Institute of Technology in 1986 with the goal of training PhD students
Computation and Neural Systems
Computation_and_Neural_Systems
In neural engineering, the Shannon criteria constitute an empirical rule that is used for evaluation of possibility of damage from electrical stimulation
Shannon_criteria
German scientist (born 1975)
technology to human-machine systems in general. Journal of Neural Engineering". Journal of Neural Engineering. 8 (2) 025005. Bibcode:2011JNEng...8b5005Z. doi:10
Thorsten_O._Zander
Machine learning framework
significantly faster than numerical solvers. Neural operators have also been applied to various scientific and engineering disciplines such as turbulent flow modeling
Neural_operators
Electrophysiological method to record electrical activity of the brain
via electroencephalography: a state-of-the-art review". Journal of Neural Engineering. 12 (5) 051001. Bibcode:2015JNEng..12e1001J. doi:10.1088/1741-2560/12/5/051001
Electroencephalography
Dutch neuroscientist
emulation. Koene organizes neural engineering efforts to obtain and replicate functional and structural information from the neural substrate for use in neuroprostheses
Randal_A._Koene
Italian gay pornographic film actor
Analysis in Theory and Applications, Scientific Reports, and Journal of Neural Engineering. In 2020, Freddi was dismissed from Sapienza University of Rome. He
Carlo_Masi
Type of feedforward neural network
A convolutional neural network (CNN) is a type of feedforward neural network that learns features via filter (or kernel) optimization. This type of deep
Convolutional_neural_network
medicine, neural engineering Steven L Salzberg, Bloomberg Distinguished Professor - biomedical analytics, genomic engineering Sridevi V. Sarma, neural engineering
Department of Biomedical Engineering (Johns Hopkins University)
Department_of_Biomedical_Engineering_(Johns_Hopkins_University)
Device that connects to a brain
Brain implants, often referred to as neural implants, are technological devices that connect directly to a biological subject's brain – usually placed
Brain_implant
Controlling biological cells with light
optical neural interface: in vivo control of rodent motor cortex with integrated fiberoptic and optogenetic technology". Journal of Neural Engineering. 4 (3):
Optogenetics
3D reconstruction technique
A neural radiance field (NeRF) is a neural field for reconstructing a three-dimensional representation of a scene from two-dimensional images. The NeRF
Neural_radiance_field
Machine-learning and computational-neuroscience conference
The Conference on Neural Information Processing Systems (abbreviated as NeurIPS and formerly NIPS) is a machine learning and computational neuroscience
Conference on Neural Information Processing Systems
Conference_on_Neural_Information_Processing_Systems
Greek-American computational neuroscientist
on Neural Systems and Rehabilitation Engineering and Frontiers in Neuroprosthetics, and has served on the editorial boards of the Journal of Neural Engineering
Nicholas_G._Hatsopoulos
Neuromodulation device for implantation in the spinal cord
"Mapping of sensory responses to epidural stimulation of the intraspinal neural structures in man". Journal of Neurosurgery. 78 (2): 233–239. doi:10.3171/jns
Spinal_cord_stimulator
Discipline related to neuroscience and biomedical engineering
Neuroprosthetics (also called neural prosthetics) is a discipline related to neuroscience and biomedical engineering concerned with developing neural prostheses. They
Neuroprosthetics
Indian mystic (born 1979)
Meditative State". 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER). pp. 57–60. doi:10.1109/NER.2019.8717094. ISBN 978-1-5386-7921-0
Om_Swami
spinal cord. The center researchers specialize in fields related to neural engineering.Center faculty also hail from various fields of medicine to help assist
Center_for_Neurotechnology
Scientific institute
from UC Berkeley and UCSF to develop breakthrough technologies to restore neural function. CNEP is a non-profit, research-based organization which seeks
Helen Wills Neuroscience Institute
Helen_Wills_Neuroscience_Institute
Implant in a blood vessel of the brain
interface (BCI) for people with paralyzed or missing limbs, who will use their neural signals or thoughts to control external devices, which currently include
Stent-electrode recording array
Stent-electrode_recording_array
genetics Integrative neuroscience Molecular neuroscience Neural decoding Neural engineering Neuroanatomy Neurobiology Neurochemistry Neuroendocrinology
Artificial cerebrospinal fluid
Artificial_cerebrospinal_fluid
Private Swiss charitable foundation
News | The Harvard Crimson". www.thecrimson.com. Retrieved 2018-03-08. "Engineering Research Partnerships To Launch in Jan. | News | The Harvard Crimson"
Bertarelli_Foundation
Branch of neuroscience
modeling of neural systems. Cambridge, Mass: MIT Press. ISBN 978-0-262-04199-7. Eliasmith, Chris; Anderson, Charles H. (2003). Neural engineering: Representation
Computational_neuroscience
American scientist (born 1933)
of Princeton University, most widely known for his study of associative neural networks in 1982. He is known for the development of the Hopfield network
John_Hopfield
British-Canadian computer scientist (born 1947)
psychologist and Nobel Prize laureate known for his work on artificial neural networks, which earned him the title "the Godfather of AI". He is University
Geoffrey_Hinton
Type of artificial neural network
A feedforward neural network is an artificial neural network in which information flows in a single direction – inputs are multiplied by weights to obtain
Feedforward_neural_network
Stupor by applied electric current
genetics Integrative neuroscience Molecular neuroscience Neural decoding Neural engineering Neuroanatomy Neurobiology Neurochemistry Neuroendocrinology
Electronarcosis
Concept in fiction or futuristic applications
In science fiction, wireheading is a term associated with fictional or futuristic applications of brain stimulation reward, the act of directly triggering
Wirehead_(science_fiction)
Polish computer scientist (born 1947)
experts in the field of artificial intelligence, biocybernetics, neural engineering and biomedical signal processing. Andrzej Cichocki is among world’s
Andrzej_Cichocki
Hypothesis that reality could be a computer simulation
and willing to run large numbers of neural ancestor simulations is close to zero, or some kind of (possibly neural) ancestor simulation exists. The hypothesis
Simulation_hypothesis
Phenomenon in cognitive neuroscience
neurons have implications for the understanding of consciousness. Biological neural network Brain implant Human echolocation, blind people navigating by listening
Sensory_substitution
Medical research organization in California, US
pathology and tissue engineering, were conducted at the 99 North El Molino Avenue facility until April 2018. The Neural Engineering program is conducted
Huntington Medical Research Institutes
Huntington_Medical_Research_Institutes
Reverse-engineering neural networks
internal workings of neural networks by analyzing their concrete structures, algorithms and circuits. This approach seeks to analyze neural networks in a manner
Mechanistic_interpretability
or eliminate foreign body response and maximize effectual integration. Neural implants have the potential to increase the quality of life for patients
Surface chemistry of neural implants
Surface_chemistry_of_neural_implants
Applied science and research
intelligence, neural networks, fuzzy logic, and robotics. There are also substantial interdisciplinary interactions between engineering and medicine.
Engineering
Data analysis technique
self-paced motor imagery classification with C-LSTM". Journal of Neural Engineering. 17 (1): 016041. Bibcode:2020JNEng..17a6041F. doi:10.1088/1741-2552/ab57c0
Data_augmentation
Process of automating the application of machine learning
techniques used in AutoML include hyperparameter optimization, meta-learning and neural architecture search. In a typical machine learning application, practitioners
Automated_machine_learning
Type of differential equation
the initial condition. Eliasmith, Anderson, Chris, Charles (2003). Neural Engineering. Cambridge, Massachusetts: MIT Press. pp. 81. ISBN 9780262050715.{{cite
Leaky_integrator
Branch of machine learning
machine learning, deep learning (DL) focuses on utilizing multilayered neural networks to perform tasks such as classification, regression, and representation
Deep_learning
Type of artificial neural network
physical neural network is a type of artificial neural network in which an electrically adjustable material is used to emulate the function of a neural synapse
Physical_neural_network
Electrodes to record the activity of hundreds of neurons in the brain
(2019-04-19). "Thirst regulates motivated behavior through modulation of brainwide neural population dynamics". Science. 364 (6437): 253. Bibcode:2019Sci...364..253A
Neuropixels
American neural engineer
an American neural engineer, neuroscientist, physiologist, and academic researcher. He is a Professor of Electrical and Computer Engineering, and holds
Chet_Moritz
Application of differential geometry
Anatomy: 100 Years Since D'Arcy Thompson". Annual Review of Biomedical Engineering. 17 (1): 447–509. doi:10.1146/annurev-bioeng-071114-040601. PMID 26643025
Riemannian metric and Lie bracket in computational anatomy
Riemannian_metric_and_Lie_bracket_in_computational_anatomy
Stadium in San Diego, California, United States
Foundation Biological Field Stations HPWREN Center for Sensorimotor Neural Engineering Mount Laguna Observatory Social Science Research Laboratory Sycuan
Snapdragon_Stadium
Indian computer scientist
2017 paper "Attention Is All You Need", which introduced the Transformer neural network architecture. The Transformer model has been used in the development
Ashish_Vaswani
Structuring text as input to generative artificial intelligence
Prompt engineering is the process of structuring natural language inputs (known as prompts) to produce specified outputs from a generative artificial
Prompt_engineering
English computer scientist (born 1953)
into asynchronous circuits, low-power electronics and neural engineering, where the Spiking Neural Network Architecture (SpiNNaker) project is delivering
Steve_Furber
Irani-British neural engineer
Parastoo ("Parry") Hashemi (born 1980) is an Iranian-British neural engineer and Reader in Neural Diagnostics and Therapeutics at Imperial College London.
Parastoo_Hashemi
American neurosurgeon
interface using electrocorticographic signals in humans". Journal of Neural Engineering. 1 (2): 63–71. doi:10.1088/1741-2560/1/2/001. PMID 15876624. Schalk
Eric_Leuthardt
French computer scientist (born 1960)
groundbreaking contributions to neural networks and deep learning algorithms. In 2025 he was awarded the Queen Elizabeth Prize for Engineering jointly with Yoshua
Yann_LeCun
Class of artificial neural networks
Graph neural networks (GNNs) are artificial neural networks designed for tasks whose inputs are graphs. Because graphs usually do not have a canonical
Graph_neural_network
Academic fields of study or professions
engineering Neural engineering Continuum mechanics Fluid mechanics Heat transfer Industrial engineering Manufacturing engineering Marine engineering Mass
Outline of academic disciplines
Outline_of_academic_disciplines
Overview of and topical guide to engineering
Packaging engineering Biological engineering Agricultural engineering Bionics Genetic engineering Biomedical engineering Metabolic engineering Neural engineering
Outline_of_engineering
Suite of algorithms
Euler-Lagrange Equations of Computational Anatomy". Annual Review of Biomedical Engineering. 4 (1): 375–405. CiteSeerX 10.1.1.157.6533. doi:10.1146/annurev.bioeng
Large deformation diffeomorphic metric mapping
Large_deformation_diffeomorphic_metric_mapping
American-born computer scientist
"Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia". Journal of Neural Engineering. 5
Michael_J._Black
Public university system
bachelor's degrees, and it had more graduates in business, criminal justice, engineering, public administration, and agriculture than all other colleges and universities
California_State_University
Type of cognitive prosthesis
Deadwyler SA (August 2011). "A cortical neural prosthesis for restoring and enhancing memory". Journal of Neural Engineering. 8 (4) 046017. Bibcode:2011JNEng
Hippocampal_prosthesis
American medical device company
intracortical electrode arrays in dorsal precentral gyrus". Journal of Neural Engineering. 17 (6): 066007. Bibcode:2020JNEng..17f6007W. doi:10.1088/1741-2552/abbfef
Paradromics
Extracting features from raw data for machine learning
Feature engineering is a preprocessing step in supervised machine learning and statistical modeling which transforms raw data into a more effective set
Feature_engineering
Type of machine learning model
A large language model (LLM) is a neural network trained on a vast amount of text for natural language processing tasks, especially language generation
Large_language_model
Metric study of shape and form in computational anatomy
Anatomy: 100 Years Since D'Arcy Thompson". Annual Review of Biomedical Engineering. 17 (1): 447–509. doi:10.1146/annurev-bioeng-071114-040601. PMID 26643025
Diffeomorphometry
Subset of artificial intelligence
explicitly programmed. Advances in the field of deep learning have allowed neural networks, a class of statistical algorithms, to surpass many previous machine
Machine_learning
California multi-purpose stadium, 1967–2020
Foundation Biological Field Stations HPWREN Center for Sensorimotor Neural Engineering Mount Laguna Observatory Social Science Research Laboratory Sycuan
San_Diego_Stadium
methods applied to neural engineering", or more fully, as "the protection of the confidentiality, integrity, and availability of neural devices from malicious
Neurosecurity
Combined field of scientific study
neural networks, large-scale simulations of neural microcircuits) and actual biological systems (e.g. in vivo and in vitro neural nets). Such neural systems
Neurorobotics
2021 book on neuroscience and epistemology by Iain McGilchrist
genetics Integrative neuroscience Molecular neuroscience Neural decoding Neural engineering Neuroanatomy Neurobiology Neurochemistry Neuroendocrinology
The_Matter_with_Things
Converting subvocalization to a digital output
words using electrocorticographic signals in humans". Journal of Neural Engineering. 8 (4) 046028. Bibcode:2011JNEng...8d6028P. doi:10.1088/1741-2560/8/4/046028
Subvocal_recognition
Calculating tool
and normal subjects". First International IEEE EMBS Conference on Neural Engineering, 2003. Conference Proceedings. pp. 553–556. doi:10.1109/CNE.2003.1196886
Abacus
Subset of neuroprosthetics
Deadwyler, S. A. (2011). "A cortical neural prosthesis for restoring and enhancing memory". Journal of Neural Engineering. 8 (4) 046017. Bibcode:2011JNEng
Cortical_implant
Study of the nervous system with physics
Molecular neuroscience – Branch of neuroscience Neural engineering – Discipline in biomedical engineering Neuroimaging – Set of techniques to measure and
Neurophysics
specifically injects images directly into the visual cortex by way of a direct neural interface (DNI) chip. The true breakthrough goal lies in the information
Cortical_modem
Evolutionary theory regarding primate vision
Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). pp. 452–457. Bibcode:2024mxrn.conf..104F. doi:10
Snake_detection_theory
Cell culture of neurons
Artificial life Artificial neural networks Brain–computer interface CoDi Cybernetics Neural ensemble Neural engineering Neurally controlled animat Neuroscience
Cultured_neuronal_network
Type of artificial neural network
In machine learning, a neural field (also known as implicit neural representation, neural implicit, or coordinate-based neural network), is a mathematical
Neural_field
Deep learning method
developed by Ian Goodfellow and his colleagues in June 2014. In a GAN, two neural networks compete with each other in the form of a zero-sum game, where one
Generative adversarial network
Generative_adversarial_network
Arena in San Diego, California, US
Foundation Biological Field Stations HPWREN Center for Sensorimotor Neural Engineering Mount Laguna Observatory Social Science Research Laboratory Sycuan
Viejas_Arena
Brainwaves, repetitive patterns of neural activity in the central nervous system
Neural oscillations, or brainwaves, are rhythmic or repetitive patterns of neural activity in the central nervous system. Neural tissue can generate oscillatory
Neural_oscillation
NEURAL ENGINEERING
NEURAL ENGINEERING
Boy/Male
Hindu
Without sound, Quiet, Silent
Girl/Female
Hebrew
Light.
Boy/Male
Biblical
The great man; the hero.
Girl/Female
English
The laurel tree or sweet bay tree symbolic of honor and victory.
Biblical
treasurer of Nergal
Girl/Female
Hindu
Unique and different from all
Boy/Male
Gaelic
People's victory.
Girl/Female
Hindu
There is no ending. ne-no tal-ending, The forehead
Boy/Male
Hindu
Cloud, Given by water
Boy/Male
Biblical
Treasurer of Nergal.
Boy/Male
Hindu
New, Rainy, Handsome, Gratified
Girl/Female
Hindu, Indian
Most Popular; Lotus; Born from Water
Male
English
Variant spelling of English Neil, NEAL means "champion."
Girl/Female
Indian, Malayalam
Happy
Boy/Male
Hindu
Lotus flower
Girl/Female
Muslim/Islamic
The light e.g. nurul islam, the light of islam
Girl/Female
Gujarati, Hindu, Indian, Marathi
Eye
Female
Turkish
Turkish name NURAY means "bright moon."
Girl/Female
Hindu, Indian
Unique; Different from All
Male
Scottish
Scottish Gaelic form of Greek Nikolaos, NEACAL means "victor of the people."
NEURAL ENGINEERING
NEURAL ENGINEERING
Boy/Male
Hindu, Indian
Manners
Girl/Female
Arabic, Muslim
Respect; Sanctity
Boy/Male
Indian, Punjabi, Sikh
Love of the Supreme Being
Boy/Male
Tamil
Tirthraj | தீரà¯à®¤à®°à®¾à®œ
Holy place
Boy/Male
Australian, German, Polish
To Dispel Anger; To Get Rid of Anger; Dispels Anger
Boy/Male
Muslim
Prophet Muhammad
Male
Slovene
Slovene form of Greek Mattathias, MATEVŽ means "gift of God."
Girl/Female
Latin English
From France or 'free one.' Feminine of Francis.
Girl/Female
Arabic, Australian
Earth
Boy/Male
Greek
God of the sun.
NEURAL ENGINEERING
NEURAL ENGINEERING
NEURAL ENGINEERING
NEURAL ENGINEERING
NEURAL ENGINEERING
a.
Between the neural arch and the centrum of a vertebra; as, the neurocentral suture.
a.
Of or pertaining to feuds, fiefs, or feels; as, feudal rights or services; feudal tenures.
a.
Produced by natural organs, as those of the human throat, in distinction from instrumental music.
a.
Belonging to, to be taken in, or referred to, some system, in which the base is 1; -- said or certain functions or numbers; as, natural numbers, those commencing at 1; natural sines, cosines, etc., those taken in arcs whose radii are 1.
a.
Pertaining to natural or positive right.
a.
Of or pertaining to the thigh or leg, or to any of the parts called crura; as, the crural arteries; crural arch; crural canal; crural ring.
a.
Springing from true sentiment; not artifical or exaggerated; -- said of action, delivery, etc.; as, a natural gesture, tone, etc.
a.
Consisting of, or founded upon, feuds or fiefs; embracing tenures by military services; as, the feudal system.
a.
relating to the nerves or nervous system; taining to, situated in the region of, or on the side with, the neural, or cerebro-spinal, axis; -- opposed to hemal. As applied to vertebrates, neural is the same as dorsal; as applied to invertebrates it is usually the same as ventral. Cf. Hemal.
n.
The plural number; that form of a word which expresses or denotes more than one; a word in the plural form.
a.
Resembling a wall; perpendicular or steep; as, a mural precipice.
n.
Natural gifts, impulses, etc.
a.
Begotten without the sanction of law; born out of wedlock; illegitimate; bastard; as, a natural child.
a.
Of or pertaining to agriculture; as, rural economy.
a.
Relating to, or containing, more than one; designating two or more; as, a plural word.
n.
A person or a nation that takes no part in a contest between others; one who is neutral.
adv.
Toward the neural side; -- opposed to haemad.
a.
Fixed or determined by nature; pertaining to the constitution of a thing; belonging to native character; according to nature; essential; characteristic; not artifical, foreign, assumed, put on, or acquired; as, the natural growth of animals or plants; the natural motion of a gravitating body; natural strength or disposition; the natural heat of the body; natural color.
pl.
of Neuron
a.
Having to do with existing system to things; dealing with, or derived from, the creation, or the world of matter and mind, as known by man; within the scope of human reason or experience; not supernatural; as, a natural law; natural science; history, theology.