Miltiadis Moralis-Pegios

Orcid: 0000-0002-9401-730X

According to our database1, Miltiadis Moralis-Pegios authored at least 42 papers between 2015 and 2024.

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Bibliography

2024
A 160 TOPS Multi-dimensional AWGR-based accelerator for Deep Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

A TeraFLOP Photonic Matrix Multiplier using Time-Space-Wavelength Multiplexed AWGR-based Architectures.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Sub-pJ/MAC Silicon Photonic GeMM for Optical Neural Networks using a Time-Space Multiplexed Coherent Xbar.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

20 GHz Silicon Integrated Optical Ternary Content Addressable Memory (CAM) Cell.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Plasmonically Enhanced Optical Accelerator for Nonlinear Signal Processing Based on Artificial Neural Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Adaptive all-optical sigmoid activation functions for Photonic Neural Networks using Fabry-Perot laser diodes under optical injection.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Multi-beam Optical Beamformer PICs for LiDAR and RADAR Applications.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023
Mixed-precision quantization-aware training for photonic neural networks.
Neural Comput. Appl., October, 2023

Photonic Neural Networks and Optics-informed Deep Learning Fundamentals.
CoRR, 2023

Perfect Linear Optics using Silicon Photonics.
CoRR, 2023

DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Programmable Photonic Neural Networks for advanced Machine Learning tasks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Programmable tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

On-Chip Universal Linear Optics using a 4x4 Silicon Photonic Coherent Crossbar.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Quantization-Aware Training for Mixed Precision Photonic Neural Networks.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2022
Quantization-aware training for low precision photonic neural networks.
Neural Networks, 2022

WDM equipped universal linear optics for programmable neuromorphic photonic processors.
Neuromorph. Comput. Eng., 2022

Normalized Post-training Quantization for Photonic Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Temperature Tolerant On-Chip WDM Silicon Photonic Transmitter and AWGR-based Routing Interconnects.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

A Robust, Quantization-Aware Training Method for Photonic Neural Networks.
Proceedings of the Engineering Applications of Neural Networks, 2022

2021
A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits.
Proceedings of the European Conference on Optical Communication, 2021

25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training.
Proceedings of the European Conference on Optical Communication, 2021

Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells.
Proceedings of the European Conference on Optical Communication, 2021

2020
A 25.6 Tbps capacity 1024-port Hipoλaos Optical Packet Switch Architecture for disaggregated datacenters.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

A 400 Gb/s O-Band WDM (8×50 Gb/s) Silicon Photonic Ring Modulator-Based Transceiver.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Automated Thermal Drift Compensation in WDM-Based Silicon Photonic Multi-Socket Interconnect Systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Low Voltage Silicon Photonic Modulators and Switches for High Radix Integrated Transmitters.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

End-to-end optical packet switching with burst-mode reception at 25 Gb/s through a 1024-port 25.6 Tb/s capacity Hipoλaos Optical Packet Switch.
Proceedings of the European Conference on Optical Communications, 2020

2019
DSP-free 52km-long dispersion uncompensated optical link employing a 40 Gb/s O-band silicon microring modulator assembled with a 1V-CMOS driver.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Optics for Disaggregating Data Centers and Disintegrating Computing.
Proceedings of the Optical Network Design and Modeling, 2019

Dual-Layer Locality-Aware Optical Interconnection Architecture for Latency-Critical Resource Disaggregation Environments.
Proceedings of the Optical Network Design and Modeling, 2019

A 4×40 Gb/s O-Band WDM Silicon Photonic Transmitter Based on Micro-Ring Modulators.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

2018
High-Port and Low-Latency Optical Switches for Disaggregated Data Centers: The Hipoλaos Switch Architecture [Invited].
JOCN, 2018

Sub-μs Latency High-Port Optical Packet Switch Fabrics for Disaggregated Computing: The Hipoλaos OPS Architecture.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

A 1024-Port sub-µsee Latency Optical Packet Switch Using the Hipoλaos λ-Routed Modified Spanke Switch Architecture.
Proceedings of the European Conference on Optical Communication, 2018

Multicasting in a 256-Port Sub-#181;sec Latency Hipoλaos Switch Architecture for Disaggregated DataCenters.
Proceedings of the European Conference on Optical Communication, 2018

Chip-to-Chip Interconnect for 8-Socket Direct Connectivity Using 25Gb/s O-Band Integrated Transceiver and Routing Circuits.
Proceedings of the European Conference on Optical Communication, 2018

2016
Single Mode Optical Interconnects for future data centers.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

2015
Applying Pulse Width Modulation in Body Coupled Communication.
J. Electr. Comput. Eng., 2015


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