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Since 1992, NeuralTek has been driven by an insatiable passion
to create unique and useful solutions based on artificial
neural nets - fuelled by sound research, knowledge, and
commonsense, and backed by Customer Service commitment beyond the usual'.
NeuralTek
enabled solutions are now licensed and deployed throughout the
world - some as stand alone products, while others as enabling
technologies within other products and services. The total
combined installed base of NeuralTek products/ services is now
in excess of 100,000 units spread across 50+ countries - with
major share in the United States and the United Kingdom.
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NeuralTek specializes in the building of neural net
based software
solutions in diverse application areas such as |
computer graphics - animation, multimedia
imaging - image analysis, classification, and
recognition
signal processing - analysis, classification, and
recognition of a variety of sensory inputs and signal types
sound processing - voice synthesis, analysis, and
recognition
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These
solutions cater to a variety of industries and applications such as |
film, television, entertainment - colorization,
video noise processing, scene analysis
home, leisure, hobby, lifestyle - home video
processing, black and white photo colorization, DIY home
security
health & medicine - PACS, diagnostic image analysis
& enhancement
security - DVM / surveillance, exception
monitoring, context based image and video search, biometrics,
face recognition
space - satellite / aerial image analysis, ground
object tracking, celestial body tracking, infra red (IR) and
thermal image analysis and classification
Over the years, NeuralTek has developed an extensive
proprietary library of techniques, and amassed a wealth of
Intellectual Property in these areas [Proprietary Unpublished
Works]. This enables NeuralTek in dealing with the most
challenging of assignments, and very rapid development,
delivery and deployment of optimal customized solutions,
providing the most sound advise, significant cost savings, and
an unsurpassed reliability for its valued clients.
Based on these core proprietary technologies, NeuralTek has
implemented a number of state-of-the-art products and
solutions. In some cases (see example:
TimeBrush)
these products have revolutionized or spawned a whole new
industry.
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NeuralTek's Core Technologies |
Aryabhatta™, NeuroFeed™, SceneScape™, and XtremeVision™: these
sub-systems/ component libraries provide the foundation for
NeuralTek's current line of products and services. Each
component performs a specific set of tasks necessary for
implementing Neural Net based systems; together, these deliver
a robust and extensible architecture for Rapid Application
Development/ Deployment, targeting otherwise very tricky
real-world problem areas.
Aryabhatta is NeuralTek's proprietary Artificial Neural
Net paradigm, specifically developed to overcome the
shortcomings of existing Neural Net models. It provides the
ability to deploy multi-layer Neural Nets, each capable of
adaptation to a variety of transfer functions, neurodynamics,
and control strategies (some unique to Aryabhatta). A number
of these variant neural nets can then be cascaded into a
heterogeneous synergetic arrangement capable of targeting even
the most challenging of assignments. The Aryabhatta paradigm
provides for quick convergence to an energy minima without
getting trapped into false local minimal energy states, and
has excellent generalization capabilities. It is unique in
that it is singularly and optimally suited across a variety of
connectionist application types, including pattern matching,
association, recognition, and forecasting/ prediction.
NeuroFeed automates the task of massaging, manipulation,
and normalization of data for interfacing to the Aryabhatta
(or other) neural net modules. It can handle virtually any
type of data, including financial/ numerical, temporal, and
audio-visual sources. It automatically segments images/ visual
frames into constituent parts based on user defined criteria,
and can encode these into a format suitable for neural nets,
such as "one-of-n" encoding. NeuroFeed provides for seamless
interfacing and integration of a variety of data sources to/
with the Aryabhatta based neural net processors. The data
sources could include almost any analogue or digital source,
ranging from financial data feeds, to audio-visual streams,
image frames, temperature/ pressure readings, etc.
SceneScape sub-system encompasses the above two
components, and provides the ability to do template based
search/ match functions through a video stream or file. It
allows the specification of match criteria either through text
based feature definition, or through selection of parts out of
stored images, audio/ video files, etc.
XtremeVision provides a library of advanced functions and
routines for the enhancement of visual data, through pseudo
colourization, contrast enhancement, image registration/
overlaying, etc. Along with NeuroFeed, it allows for the
management of data inputs to, and outputs from an Aryabhatta
neural net processor.
NeuralTek has developed and perfected the above technologies
over several years of R&D since 1992, and a number of project/
product cycles. It continues its efforts to enhance and
improve these technologies, as well as develop new techniques
to tackle even more challenging tasks.
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The
Designer Artificial Brains |
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Neural Net Solutions - NEURALTEK™ Style
NeuralTek specializes in building software and systems based
on Artificial Neural Net technologies. Some of these systems
are akin to specialist brains, where each may encompass some
real-world knowledge particular to a specific knowledge
domain; the expert knowledge embedded in the system enables it
to provide decision support functionality, or act as a source
of ready reference for the particular domain. Yet another
class of NeuralTek's solutions emulate the information
processing paradigm of the human vision & other sensory
organs. Together, such systems may be suited to a number of
application areas, such as Predictive Modelling, Signal/
Pattern Matching, Image Feature Extraction & Recognition,
Sound/ Voice Recognition, Process Control, Trend Analysis &
Forecasting, and may span diverse industries such as
Multimedia/ Entertainment, Security/ Military, Space/
Aviation, Manufacturing, Healthcare, Banking/ Finance/
Insurance, to name a few.
Collectively, we call these The Designer Artificial Brains.
Most of NeuralTek's products encompass these technologies in
one form or another. To cater to specific niche requirements,
NeuralTek can custom build a DAB solution for its clients. To
inquire, please e-mail
admin@neuraltek.com in confidence.
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