Suchergebnisse - "Quantization"

Carrier concentration adjustment in graphene QHR devices for metrology applications.

Autoren: Rozhko, Sergiy Fletcher, Nick Giblin, Stephen P.

Quelle: Journal of Applied Physics. 10/7/2025, Vol. 138 Issue 13, p1-5. 5p.

Schlagwörter: *QUANTUM Hall effect, *QUANTIZATION (Physics), *ELECTROSTATIC discharges, *IONS, *GRAPHENE

Designing deep learning accelerators in the limits of energy efficiency

Autoren: Fornt Mas, Jordi

Weitere Verfasser: University/Department: Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica

Thesis Advisors: Moll Echeto, Francisco de Borja, Altet Sanahujes, Josep

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: energy efficiency, deep neural networks, hardware accelerators, artificial intelligence, quantization, mixed-precision, systolic array, approximate computing, undervolting., Àrees temàtiques de la UPC::Enginyeria electrònica, Àrees temàtiques de la UPC::Informàtica, 621.3 - Enginyeria elèctrica. Electrotècnia. Telecomunicacions, 004 - Informàtica

Dateibeschreibung: application/pdf

Zugangs-URL: http://hdl.handle.net/10803/695399
https://dx.doi.org/10.5821/dissertation-2117-443043

Quantization Compensator Network: Server-Side Feature Reconstruction in Partitioned IoT Systems

Autoren: Sánchez Leal, Isaac Berg, Oscar Artur Bernd Krug, Silvia et al.

Quelle: IEEE Access. 13:186488-186508

Schlagwörter: 1-bit quantization, accuracy recovery, deep learning, deep vision, edge computing, feature map reconstruction, Internet of Things (IoT), QCNets, quantization compensation networks, server-side reconstruction, system partitioning, tiny ML

Dateibeschreibung: electronic

Zugangs-URL: https://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-55987
https://doi.org/10.1109/ACCESS.2025.3627072

Optimization and Identification of Lattice Quantizers

Autoren: Agrell, Erik Pook-Kolb, Daniel Allen, Bruce

Quelle: IEEE Transactions on Information Theory. 71(8):6490-6501

Schlagwörter: mean square error, lattice design, numerical optimization, moment of inertia, theta series, Algorithm, stochastic gradient descent, theta image, vector quantization, normalized second moment, laminated lattice, quantization constant, lattice quantization, Voronoi region

Dateibeschreibung: electronic

Zugangs-URL: https://research.chalmers.se/publication/546282
https://research.chalmers.se/publication/546282/file/546282_Fulltext.pdf

Quantum geometry and adiabaticity in molecules and in condensed matter.

Autoren: Resta, Raffaele¹ (AUTHOR) resta@iom.cnr.it

Quelle: Journal of Chemical Physics. 6/21/2025, Vol. 162 Issue 23, p1-8. 8p.

Schlagwörter: *GEOMETRIC quantization, *CONDENSED matter, *MOLECULES

Encoder/decoder mismatch for input quantisation with discrete time [K,KL] sector.

Autoren: Singh, Sonali Sachan, Ankit Goyal, Jitendra Kumar et al.

Quelle: International Journal of Systems Science. Oct2025, Vol. 56 Issue 14, p3289-3302. 14p.

Schlagwörter: LYAPUNOV functions, SIGNAL quantization, DISCRETE-time systems, DYNAMIC stability, NONLINEAR control theory

Reviews & Products: MATLAB (Computer software)

Characterization of quantized inference with transformer encoders on low power CPUs.

Autoren: Martínez, Héctor Catalán, Sandra Castelló, Adrián et al.

Quelle: International Journal of High Performance Computing Applications. Nov2025, Vol. 39 Issue 6, p803-821. 19p.

Schlagwörter: *TRANSFORMER models, *ENERGY consumption, *NATURAL language processing, QUANTIZATION (Physics), EMBEDDED computer systems, INFERENCE (Logic), MATRIX multiplications

Efficient Quantization Mean Estimation for Distributed Learning*.

Autoren: Mao, Xiaojun Wang, Hengfang Zhang, Xiaofei

Quelle: Journal of Computational & Graphical Statistics. Oct2025, p1-18. 18p. 5 Illustrations.

Schlagwörter: *ESTIMATION theory, *EMPIRICAL research, SIGNAL quantization, DATA privacy, DATA compression, MEAN square algorithms, FEDERATED learning

Task-Oriented Communication Design at Scale

Autoren: Mostaani, Arsham Vu, Thang X. Habibi, Hamed et al.

Quelle: IEEE Transactions on Communications. 73(1):378-393

Schlagwörter: Task analysis, Quantization (signal), Training, Costs, Time complexity, Multi-agent systems, Reinforcement learning, Task-oriented data compression, communication for machine learning, joint communication and control, multi-agent systems, reinforcement learning

Dateibeschreibung: print

Zugangs-URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-364741
https://doi.org/10.1109/TCOMM.2024.3416898

Joint Discrete Precoding and RIS Optimization for RIS-Assisted MU-MIMO Communication Systems

Autoren: Ramezani, Parisa Khorsandmanesh, Yasaman Björnson, Emil, Professor

Quelle: IEEE Transactions on Communications. 73(3):1531-1546

Schlagwörter: Precoding, Reconfigurable intelligent surfaces, Vectors, Reflection coefficient, Optimization, Downlink, Complexity theory, Reconfigurable intelligent surface, fronthaul quantization, discrete RIS configuration, sphere decoding

Dateibeschreibung: print

Zugangs-URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-362415
https://doi.org/10.1109/TCOMM.2024.3454013

Distributed Optimization for Quadratic Cost Functions With Quantized Communication and Finite-Time Convergence

Autoren: Rikos, Apostolos Grammenos, Andreas Kalyvianaki, Evangelia et al.

Quelle: IEEE Transactions on Control of Network Systems. 12(1):930-942

Schlagwörter: Distributed algorithms, federated learning, finite-time, optimization, quantization, resource allocation

Dateibeschreibung: print

Zugangs-URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-362241
https://doi.org/10.1109/TCNS.2024.3431413

TCL: Time-dependent Clustering Loss for Optimizing Post-Training Feature Map Quantization for Partitioned DNNs

Autoren: Berg, Oscar Artur Bernd Saqib, Eiraj Jantsch, Axel et al.

Quelle: IEEE Access. 13:103640-103648

Schlagwörter: CNN, IoT, Partitioning, Quantization

Dateibeschreibung: electronic

Zugangs-URL: https://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-54756
https://doi.org/10.1109/ACCESS.2025.3579107

A hardware-efficient on-implant spike compression processor based on VQ-DAE for brain-implantable microsystems.

Autoren: Ahmadi-Dastgerdi, Nazanin Hosseini-Nejad, Hossein Alinejad-Rokny, Hamid

Quelle: Medical & Biological Engineering & Computing. Jul2025, Vol. 63 Issue 7, p2047-2056. 10p.

Schlagwörter: VECTOR quantization, DATA compression, MECHANICAL efficiency, COMPLEMENTARY metal oxide semiconductors, NEUROPHYSIOLOGIC monitoring, NEURAL computers, BRAIN-computer interfaces

Adaptive neural network course tracking control of USV with input quantisation and output constraints.

Autoren: Yue, Yuanning Ning, Jun Li, Tieshan et al.

Quelle: International Journal of Systems Science. Augu2025, Vol. 56 Issue 11, p2674-2688. 15p.

Schlagwörter: *ARTIFICIAL neural networks, SIGNAL quantization, NAVIGATION, DYNAMIC stability, AUTONOMOUS vehicles

The Lawrence–Krammer representation is a quantization of the symmetric square of the Burau representation.

Autoren: Kosyak, Alexandr V.^1,2 (AUTHOR) kosyak02@gmail.com

Quelle: Linear Algebra & its Applications. Dec2025, Vol. 727, p203-233. 31p.

Schlagwörter: *QUANTIZATION (Physics), *BRAID group (Knot theory), *REPRESENTATION theory, *NATURAL numbers

Wick Rotation of Linearized Gravity in Gaussian Time and Calderón Projectors.

Autoren: Gérard, Christian Murro, Simone Wrochna, Michał

Quelle: Annales Henri Poincaré. Dec2025, Vol. 26 Issue 12, p4461-4528. 68p.

Schlagwörter: *GAUGE invariance, *QUANTIZATION (Physics), *EINSTEIN field equations, *QUANTUM field theory, *SPACETIME, *OPERATOR equations, *BOUNDARY value problems

People: EINSTEIN, Albert, 1879-1955

Adaptive Tracking Control for a Class of Nonlinear Systems Subject to Input Quantization and Actuator Faults: A Finite‐Time Control Strategy Ensuring Prescribed Performance.

Autoren: Liu, Shi‐Cheng Zhu, Shan‐Liang Hao, Wei‐Jie et al.

Quelle: International Journal of Adaptive Control & Signal Processing. Nov2025, p1. 15p. 14 Illustrations.

Schlagwörter: *NONLINEAR systems, *SIGNAL quantization, *BACKSTEPPING control method, *ADAPTIVE control systems, *CONTROL theory (Engineering), *LYAPUNOV stability

Adaptive Neural Stabilization Based on Input‐Output Quantization for Uncertain Nonlinear Systems With a High‐Order Output Filter.

Autoren: Wu, Zebin Shen, Yanjun Zhou, Fan et al.

Quelle: International Journal of Robust & Nonlinear Control. Nov2025, p1. 16p. 13 Illustrations.

Schlagwörter: *SIGNAL quantization, *UNCERTAIN systems, *ROBUST control, *BACKSTEPPING control method, *ADAPTIVE control systems, *EMPIRICAL research, *FEEDBACK control systems

A note on quantum Hamiltonian reduction and anomalies.

Autoren: Elfimov, B. M. Sharapov, A. A.

Quelle: Theoretical & Mathematical Physics. Nov2025, Vol. 225 Issue 2, p2007-2016. 10p.

Schlagwörter: *QUANTIZATION (Physics), *PHASE space, *TOPOLOGY, *GAUGE symmetries, *FIELD theory (Physics), *QUANTUM theory

Non-Uniform Entropy-Constrained L ∞ Quantization for Sparse and Irregular Sources.

Autoren: Alecu, Alin-Adrian Tahouri, Mohammad Ali Munteanu, Adrian et al.

Quelle: Entropy. Nov2025, Vol. 27 Issue 11, p1126. 20p.

Schlagwörter: *LOSSLESS data compression, *SIGNAL quantization, *RATE distortion theory