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08/01/2023
From Talent Shortage to Workforce Excellence in the CHIPS Act Era: Harnessing Industry 4.0 Paradigms for a Sustainable Future in Domestic Chip Production
The CHIPS Act is driving the U.S. towards a self-sustainable future in d...
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11/10/2022
PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator
The last few years have seen a lot of work to address the challenge of l...
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12/23/2021
Batch Processing and Data Streaming Fourier-based Convolutional Neural Network Accelerator
Decision-making by artificial neural networks with minimal latency is pa...
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11/12/2021
Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment
The field of artificial intelligence (AI) has witnessed tremendous growt...
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11/14/2020
Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators
Low latency, high throughput inference on Convolution Neural Networks (C...
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06/25/2019
A Winograd-based Integrated Photonics Accelerator for Convolutional Neural Networks
Neural Networks (NNs) have become the mainstream technology in the artif...
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07/23/2018
PCNNA: A Photonic Convolutional Neural Network Accelerator
Convolutional Neural Networks (CNN) have been the centerpiece of many ap...
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08/25/2017
Identifying Mirror Symmetry Density with Delay in Spiking Neural Networks
The ability to rapidly identify symmetry and anti-symmetry is an essenti...
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08/22/2017
D3NOC: Dynamic Data-Driven Network On Chip in Photonic Electronic Hybrids
In this paper, we present a reconfigurable hybrid Photonic-Plasmonic Net...
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12/12/2016