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IIT Delhi Researchers Demonstrate a New Brain-inspired Artificial Neuron for Building Accurate and Efficient Neuromorphic AI Systems


Emerging semiconductor nanoelectronics device based efficient hardware realization of the new neuron model.
Successful hardware demonstration of real-time spatio-temporal neuromorphic processing.
The research team comprised of Prof. Manan Suri and research scholars- Mr Ahmed Shaban and Mr Sai Sukruth Bezugam.
Speaking about the work, Prof. Suri (Principal Investigator) said, “In our research group at IIT Delhi, we extensively work on all aspects of semiconductor memory technology and its emerging applications with academic and industrial partners. Over the last few years, we have successfully demonstrated the utilization of memory technology beyond simple storage. We have efficiently utilized semiconductor memory for applications such as: in-memory-computing, neuromorphic-computing, edge-AI, sensing and hardware-security. This work, specifically exploits analog properties of nanoscale oxide-based memory devices for building adaptive spiking neurons.” ....

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3D Printed Robotic 'Elephant Trunk' is Guided by Machine Learning


3D Printed Robotic ‘Elephant Trunk’ is Guided by Machine Learning
Taking their inspiration from nature, researchers have designed a low-cost robotic arm that mimics the strength and flexibility of an elephant’s trunk.
Image Credit: Villiers Steyn/Shutterstock.com
In terms of design, the elephant s trunk is one of evolution’s foremost triumphs. The appendage   an extension of the animal’s nose and its upper lip   is both strong and flexible with a level of dexterity that is unmatched, even by our own arms.
In fact, containing an immense 40,000 muscles, an elephant’s trunk contains considerably more muscles than a human’s entire body.  ....

Villiers Steyn Shutterstock , Robert Leaapr , Robert Lea , Recurrent Spiking Neural Networks , Graz University Of Technology , Graz University , Sebastian Otte , Cognitive Modeling , Many Joint Robot Arm Control , Neural Network , ராபர்ட் லியா , க்ர்யாஸ் பல்கலைக்கழகம் ஆஃப் தொழில்நுட்பம் , க்ர்யாஸ் பல்கலைக்கழகம் , அறிவாற்றல் மாடலிங் , நரம்பியல் வலைப்பின்னல் ,