Emerging Technologies

Authors and titles for cs.ET in Mar 2023

[1]  arXiv:2303.00708 [pdf, other]

Title: Perspective on unconventional computing using magnetic skyrmions

Authors: Oscar Lee, Robin Msiska, Maarten A. Brems, Mathias Klaui, Hidekazu Kurebayashi, Karin Everschor-Sitte

Comments: 19 pages and 3 figures

Subjects: Emerging Technologies (cs.ET); Mesoscale and Nanoscale Physics (cond-mat.mes-hall)

[2]  arXiv:2303.01287 [pdf, ps, other]

Title: High-throughput optical neural networks based on temporal computing

Authors: Shuang Zheng, Jiawei Zhang, Weifeng Zhang

Subjects: Emerging Technologies (cs.ET); Optics (physics.optics)

[3]  arXiv:2303.01886 [pdf, other]

Title: Machine learning using magnetic stochastic synapses

Authors: Matthew O. A. Ellis, Alex Welbourne, Stephan J. Kyle, Paul W. Fry, Dan A. Allwood, Thomas J. Hayward, Eleni Vasilaki

Comments: 15 pages, 4 figures

Subjects: Emerging Technologies (cs.ET); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[4]  arXiv:2303.01938 [pdf, ps, other]

Title: Mathematical Foundations of Quantum Computing for Computer Science Researchers

Authors: Gérard Fleury, Philippe Lacomme

Subjects: Emerging Technologies (cs.ET)

[5]  arXiv:2303.01977 [pdf, other]

Title: Hybrid Approach for Solving Real-World Bin Packing Problem Instances Using Quantum Annealers

Authors: Sebastián V. Romero, Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Yue Ban

Comments: 11 pages, 5 figures. Paper submitted for its review in Scientific Reports

Journal-ref: Scientific Reports 13, 11777 (2023)

Subjects: Emerging Technologies (cs.ET); Artificial Intelligence (cs.AI); Quantum Physics (quant-ph)

[6]  arXiv:2303.04151 [pdf, ps, other]

Title: Addressing the programming challenges of practical interferometric mesh based optical processors

Authors: Kaveh Rahbardar Mojaver, Bokun Zhao, Edward Leung, S. Mohammad Reza Safaee, Odile Liboiron-Ladouceur

Journal-ref: Optics Express, vol. 31, no.15, pp. 23851-23866, July 2023

Subjects: Emerging Technologies (cs.ET); Optics (physics.optics)

[7]  arXiv:2303.10357 [pdf, ps, other]

Title: Integrated Photonic Accelerator Based on Optical Spectrum Slicing for Convolutional Neural Networks

Authors: Aris Tsirigotis, George Sarantoglou, Stavros Deligiannidis, Kostas Sozos, Adonis Bogris, Charis Mesaritakis

Comments: 4 pages, 3 figures, submitted Optics Letters

Subjects: Emerging Technologies (cs.ET); Image and Video Processing (eess.IV); Optics (physics.optics)

[8]  arXiv:2303.10728 [pdf, other]

Title: Training Deep Boltzmann Networks with Sparse Ising Machines

Authors: Shaila Niazi, Navid Anjum Aadit, Masoud Mohseni, Shuvro Chowdhury, Yao Qin, Kerem Y. Camsari

Subjects: Emerging Technologies (cs.ET); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[9]  arXiv:2303.11572 [pdf, ps, other]

Title: Nonuniform magnetic domain-wall synapses enabled by population coding

Authors: Ya Qiao, Yajun Zhang, Zhe Yuan

Comments: 5 figures

Subjects: Emerging Technologies (cs.ET); Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci)

[10]  arXiv:2303.12167 [pdf, other]

Title: Gradient-descent hardware-aware training and deployment for mixed-signal Neuromorphic processors

Authors: Uğurcan Çakal, Maryada, Chenxi Wu, Ilkay Ulusoy, Dylan R. Muir

Journal-ref: IOP Neuromorphic Computing and Engineering 2024 4 (1)

Subjects: Emerging Technologies (cs.ET); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[11]  arXiv:2303.12359 [pdf, other]

Title: From Clean Room to Machine Room: Commissioning of the First-Generation BrainScaleS Wafer-Scale Neuromorphic System

Authors: Hartmut Schmidt, José Montes, Andreas Grübl, Maurice Güttler, Dan Husmann, Joscha Ilmberger, Jakob Kaiser, Christian Mauch, Eric Müller, Lars Sterzenbach, Johannes Schemmel, Sebastian Schmitt

Subjects: Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE)

[12]  arXiv:2303.15721 [pdf, other]

Title: Design Space Exploration for PCM-based Photonic Memory

Authors: Amin Shafiee, Benoit Charbonnier, Sudeep Pasricha, Mahdi Nikdast

Comments: This paper will appear in the proceedings of ACM GLSVLSI 2023

Subjects: Emerging Technologies (cs.ET); Hardware Architecture (cs.AR)

[13]  arXiv:2303.17563 [pdf, other]

Title: Light induced spiking of proteinoids

Authors: Panagiotis Mougkogiannis, Andrew Adamatzky

Subjects: Emerging Technologies (cs.ET)

[14]  arXiv:2303.01744 (cross-list from eess.SY) [pdf, ps, other]

Title: Next-generation Co-Packaged Optics for Future Disaggregated AI Systems

Authors: Sajjad Moazeni

Subjects: Systems and Control (eess.SY); Emerging Technologies (cs.ET)

[15]  arXiv:2303.04721 (cross-list from cs.LG) [pdf, ps, other]

Title: Fast offset corrected in-memory training

Authors: Malte J. Rasch, Fabio Carta, Omebayode Fagbohungbe, Tayfun Gokmen

Comments: 14 pages, 10 figures

Subjects: Machine Learning (cs.LG); Hardware Architecture (cs.AR); Emerging Technologies (cs.ET)

[16]  arXiv:2303.07804 (cross-list from cs.NI) [pdf, other]

Title: Toward Standardized Performance Evaluation of Flow-guided Nanoscale Localization

Authors: Arnau Brosa López, Filip Lemic, Jakob Struye, Jorge Torres Gómez, Esteban Municio, Carmen Delgado, Gerard Calvo Bartra, Falko Dressler, Eduard Alarcón, Jeroen Famaey, Sergi Abadal, Xavier Costa Pérez

Comments: 6 pages, 4 figures, 16 references, available at: this https URL

Subjects: Networking and Internet Architecture (cs.NI); Emerging Technologies (cs.ET); Systems and Control (eess.SY)

[17]  arXiv:2303.08505 (cross-list from cs.IT) [pdf, other]

Title: RIS-Enabled Smart Wireless Environments: Deployment Scenarios, Network Architecture, Bandwidth and Area of Influence

Authors: George C. Alexandropoulos, Dinh-Thuy Phan-Huy, Kostantinos D. Katsanos, Maurizio Crozzoli, Henk Wymeersch, Petar Popovski, Philippe Ratajczak, Yohann Bénédic, Marie-Helene Hamon, Sebastien Herraiz Gonzalez, Placido Mursia, Marco Rossanese, Vincenzo Sciancalepore, Jean-Baptiste Gros, Sergio Terranova, Gabriele Gradoni, Paolo Di Lorenzo, Moustafa Rahal, Benoit Denis, Raffaele D'Errico, Antonio Clemente, Emilio Calvanese Strinati

Comments: 43 pages, 21 figures, sumbitted for a journal publication. arXiv admin note: text overlap with arXiv:2203.13478

Subjects: Information Theory (cs.IT); Emerging Technologies (cs.ET)

[18]  arXiv:2303.10632 (cross-list from cs.NE) [pdf, other]

Title: Training a spiking neural network on an event-based label-free flow cytometry dataset

Authors: Muhammed Gouda, Steven Abreu, Alessio Lugnan, Peter Bienstman

Comments: Accepted to Neuro-Inspired Computational Elements (NICE) conference by ACM in San Antonio, TX, USA, 2023

Subjects: Neural and Evolutionary Computing (cs.NE); Computer Vision and Pattern Recognition (cs.CV); Emerging Technologies (cs.ET)

[19]  arXiv:2303.11049 (cross-list from cs.CY) [pdf, ps, other]

Title: Nanomodular Electronics

Authors: Michael Filler, Benjamin Reinhardt

Comments: 55 pages, 15 figures

Subjects: Computers and Society (cs.CY); Hardware Architecture (cs.AR); Emerging Technologies (cs.ET)

[20]  arXiv:2303.12910 (cross-list from cs.LG) [pdf, ps, other]

Title: Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing

Authors: Febin Sunny, Mahdi Nikdast, Sudeep Pasricha

Subjects: Machine Learning (cs.LG); Hardware Architecture (cs.AR); Emerging Technologies (cs.ET)

[21]  arXiv:2303.16180 (cross-list from cs.DS) [pdf, other]

Title: Universal Coating by 3D Hybrid Programmable Matter

Authors: Irina Kostitsyna, David Liedtke, Christian Scheideler

Comments: 20 pages, 11 figures

Subjects: Data Structures and Algorithms (cs.DS); Emerging Technologies (cs.ET)

[22]  arXiv:2303.16905 (cross-list from cs.LG) [pdf, ps, other]

Title: Machine learning-based spin structure detection

Authors: Isaac Labrie-Boulay, Thomas Brian Winkler, Daniel Franzen, Alena Romanova, Hans Fangohr, Mathias Kläui

Subjects: Machine Learning (cs.LG); Emerging Technologies (cs.ET); Data Analysis, Statistics and Probability (physics.data-an)

[23]  arXiv:2303.00075 (cross-list from quant-ph) [pdf, other]

Title: Q-Map: Quantum Circuit Implementation of Boolean Functions

Authors: Hassan Hajjdiab, Ashraf Khalil, Hichem Eleuch

Comments: 17 pages

Subjects: Quantum Physics (quant-ph); Emerging Technologies (cs.ET); Logic in Computer Science (cs.LO)

[24]  arXiv:2303.00658 (cross-list from quant-ph) [pdf, other]

Title: Qompress: Efficient Compilation for Ququarts Exploiting Partial and Mixed Radix Operations for Communication Reduction

Authors: Andrew Litteken, Lennart Maximilian Seifert, Jason Chadwick, Natalia Nottingham, Fredric T. Chong, Jonathan M. Baker

Comments: 14 pages, 13 figures, 1 table, to be published at ASPLOS 2023

Journal-ref: ASPLOS 2023: Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, January 2023, Pages 646-659

Subjects: Quantum Physics (quant-ph); Hardware Architecture (cs.AR); Emerging Technologies (cs.ET)

[25]  arXiv:2303.02064 (cross-list from quant-ph) [pdf, other]

Title: QAOA with $N\cdot p\geq 200$

Authors: Ruslan Shaydulin, Marco Pistoia

Comments: Experiments on H2 processor with $N\cdot p = 320$ added in v2

Subjects: Quantum Physics (quant-ph); Emerging Technologies (cs.ET)