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03/07/2022
Innovating at Speed and at Scale: A Next Generation Infrastructure for Accelerating Semiconductor Technologies
Semiconductor innovation drives improvements to technologies that are cr...
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08/17/2021
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory
Realizing today's cloud-level artificial intelligence functionalities di...
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02/15/2021
Neural Network Compression for Noisy Storage Devices
Compression and efficient storage of neural network (NN) parameters is c...
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05/05/2020
Nanotechnology-inspired Information Processing Systems of the Future
Nanoscale semiconductor technology has been a key enabler of the computi...
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11/23/2018
Hyperdimensional Computing Nanosystem
One viable solution for continuous reduction in energy-per-operation is ...
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09/27/2016
Training a Probabilistic Graphical Model with Resistive Switching Electronic Synapses
Current large scale implementations of deep learning and data mining req...
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12/25/2015
Device and System Level Design Considerations for Analog-Non-Volatile-Memory Based Neuromorphic Architectures
This paper gives an overview of recent progress in the brain inspired co...
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06/19/2014
Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array
Recent advances in neuroscience together with nanoscale electronic devic...
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05/29/2014