Výsledky vyhledávání - "binarized neural network"

Partially Binarized Deep MUSIC for Multiple Target Angle Estimation Using Wireless Sensor Array Systems

Autoři: Jongsung Kang Joonhyeon Jun Jaehyun Park a další

Zdroj: Journal of Electromagnetic Engineering and Science, Vol 25, Iss 3, Pp 205-213 (2025)

Témata: Electricity and magnetism, QC501-766, deep music, dataset generation method, Electrical engineering. Electronics. Nuclear engineering, binarized neural network, TK1-9971

Přístupová URL adresa: https://doaj.org/article/6e6860a3fb1d4fff9198c37ad3a05abf

Multiobjective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks

Autoři: Ambrogio Maria Bernardelli Stefano Gualandi Simone Milanesi a další

Přispěvatelé: Ambrogio Maria Bernardelli Stefano Gualandi Simone Milanesi a další

Zdroj: INFORMS Journal on Computing. 37:623-643

Témata: Artificial Intelligence and Robotics, Mixed-integer linear programming, Computer Sciences, Few-shot learning, sparsity, structured ensemble, binarized neural network, Binarized neural networks, Structured ensemble, integer neural network, Multi-objective optimisation, few-shot learning, multiobjective optimization, mixed-integer linear programming, Integer neural networks, Sparsity

Popis souboru: application/pdf; ELETTRONICO

Binarized Neural Networks for Resource-Efficient Spike Sorting

Autoři: Luca M. Meyer Majid Zamani Andreas Demosthenous

Zdroj: IEEE Access, Vol 13, Pp 60258-60269 (2025)

Témata: deep learning, implantable brain computer interfaces, spike sorting, Electrical engineering. Electronics. Nuclear engineering, neural spike classification, signal processing, Binarized neural network, TK1-9971

Přístupová URL adresa: https://doaj.org/article/77d15f9842af48a8b602c2c6beaf4633

TGBNN: Training Algorithm of Binarized Neural Network With Ternary Gradients for MRAM-Based Computing-in-Memory Architecture

Autoři: Yuya Fujiwara Takayuki Kawahara

Zdroj: IEEE Access, Vol 12, Pp 150962-150974 (2024)

Témata: computing-in-memory (CiM), magnetic random access memory (MRAM), Binarized neural network (BNN), voltage controlled magnetic anisotropy (VCMA), Electrical engineering. Electronics. Nuclear engineering, spin orbit torque (SOT), TK1-9971

Přístupová URL adresa: https://doaj.org/article/9f62b4a18cf14024a7359545cb7cc2f8

Characterization of binarized neural networks for efficient deployment on resource-limited edge devices

Autoři: Narayana, Ramya Banavara Singh, Seema

Zdroj: Indonesian Journal of Electrical Engineering and Computer Science; Vol 39, No 3: September 2025; 1815-1825 ; 2502-4760 ; 2502-4752 ; 10.11591/ijeecs.v39.i3

Témata: Computer and Informatics, Accuracy, Binarized neural network, FPGA, Neural network, Xilinx

Popis souboru: application/pdf

Relation: https://ijeecs.iaescore.com/index.php/IJEECS/article/view/42516/19540; https://ijeecs.iaescore.com/index.php/IJEECS/article/view/42516

Dostupnost: https://ijeecs.iaescore.com/index.php/IJEECS/article/view/42516
https://doi.org/10.11591/ijeecs.v39.i3.pp1815-1825

Fall Detection Based on Continuous Wave Radar Sensor Using Binarized Neural Networks

Autoři: Hyeongwon Cho Soongyu Kang Yunseong Sim a další

Zdroj: Applied Sciences ; Volume 15 ; Issue 2 ; Pages: 546

Témata: fall detection, internet of things, lightweight, continuous wave radar, short-time Fourier transform, micro-Doppler signature, spectrogram, binarization, binarized neural network

Geografické téma: agris

Popis souboru: application/pdf

Relation: https://dx.doi.org/10.3390/app15020546

Dostupnost: https://doi.org/10.3390/app15020546

A storage-efficient ensemble classification using filter sharing on binarized convolutional neural networks

Autoři: Kim, HyunJin Alnemari, Mohammed Bagherzadeh, Nader

Témata: Data Management and Data Science, Information and Computing Sciences, Machine Learning, Affordable and Clean Energy, Binarized neural network, Convolutional neural network, Image classification, Ensemble-based system, Information Systems, Information and computing sciences

Popis souboru: application/pdf

Přístupová URL adresa: https://escholarship.org/uc/item/0xw4d2dm
https://escholarship.org/content/qt0xw4d2dm/qt0xw4d2dm.pdf

Binarized Neural Network With Parameterized Weight Clipping and Quantization Gap Minimization for Online Knowledge Distillation

Autoři: Ju Yeon Kang Chang Ho Ryu Tae Hee Han

Zdroj: IEEE Access, Vol 11, Pp 8057-8064 (2023)

Témata: 03 medical and health sciences, 0302 clinical medicine, knowledge distillation, 0202 electrical engineering, electronic engineering, information engineering, parameterized weight clipping, dead weight, adaptive temperature scheduling, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, Neural network compression, binarized neural network, TK1-9971

Přístupová URL adresa: https://doaj.org/article/f9e9e24052ce4c27b99dd7a27f6068fe

Binarized neural network of diode array with high concordance to vector–matrix multiplication

Autoři: Yunwoo Shin Kyoungah Cho Sangsig Kim

Zdroj: Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)

Témata: Binarized neural network, Multiply-accumulate, Vector–matrix multiplication, Gated p+-n-p-n+ diodes, Positive-feedback loop mechanism, Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/83756f46aba04eaaa245de1f3c194208

Recovering Accuracy of RRAM-based CIM for Binarized Neural Network via Chip-in-the-loop Training

Autoři: Chong, Yi Sheng Goh, Wang Ling Ong, Yew Soon a další

Přispěvatelé: Chong, Yi Sheng Goh, Wang Ling Ong, Yew Soon a další

Zdroj: 2022 IEEE International Symposium on Circuits and Systems (ISCAS). :2958-2962

Témata: Compute-in-Memory, 0103 physical sciences, Electrical and electronic engineering [Engineering], Resistive Random Access Memory, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Binarized Neural Network, 01 natural sciences

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/10356/159308

Binarized Neural Network Accelerator Macro Using Ultralow-Voltage Retention SRAM for Energy Minimum-Point Operation

Autoři: Yusaku Shiotsu Satoshi Sugahara

Zdroj: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 8, Iss 2, Pp 134-144 (2022)

Témata: TK7885-7895, computing-in-memory (CIM), static random access memory (SRAM), Computer engineering. Computer hardware, energy minimum-point (EMP) operation, 0202 electrical engineering, electronic engineering, information engineering, processing-in-memory (PIM), Binarized neural network (BNN) accelerator, 02 engineering and technology, power-gating (PG)

Přístupová URL adresa: https://doaj.org/article/2196fe31d17d4073a22ecdbce6be4270

Binarized Neural Network Comprising Quasi‐Nonvolatile Memory Devices for Neuromorphic Computing

Autoři: Yunwoo Shin Juhee Jeon Kyoungah Cho a další

Zdroj: Advanced Electronic Materials, Vol 10, Iss 9, Pp n/a-n/a (2024)

Témata: binarized neural network, image recognition, multiply‐accumulate, positive feedback loop, quasi‐nonvolatile memory, Electric apparatus and materials. Electric circuits. Electric networks, TK452-454.4, Physics, QC1-999

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2199-160X

Přístupová URL adresa: https://doaj.org/article/4294adea874242fd8d2f8e6e6ae1767d

Non-Profiled Side-Channel Attack Based on Deep Learning Using Picture Trace

Autoři: Yoo-Seung Won Dong-Guk Han Dirmanto Jap a další

Zdroj: IEEE Access, Vol 9, Pp 22480-22492 (2021)

Témata: 0301 basic medicine, 0303 health sciences, Computer science and engineering::Information systems::Information systems applications [Engineering], deep learning, non-profiled side-channel attack, Engineering::Computer science and engineering::Information systems::Information systems applications, TK1-9971, multi-layer perceptron, 03 medical and health sciences, Deep Learning, Electrical engineering. Electronics. Nuclear engineering, Binarized Neural Network, Binarized neural network

Popis souboru: application/pdf

Přístupová URL adresa: https://ieeexplore.ieee.org/ielx7/6287639/9312710/09343317.pdf
https://doaj.org/article/ea2c7eee830f43839ef8133221919853
https://hdl.handle.net/10356/147153

Binarized Encoder-Decoder Network and Binarized Deconvolution Engine for Semantic Segmentation

Autoři: Hyunwoo Kim Jeonghoon Kim Jungwook Choi a další

Zdroj: IEEE Access, Vol 9, Pp 8006-8027 (2021)

Témata: zero-skip deconvolution, neural network accelerator, binarized deconvolution, 0202 electrical engineering, electronic engineering, information engineering, binarized segmentation network, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, Binarized neural network, zero-aware deconvolution, TK1-9971

Přístupová URL adresa: https://ieeexplore.ieee.org/ielx7/6287639/9312710/09311614.pdf
https://doaj.org/article/657e54d0da364efc88bc3f780bb64691
https://dblp.uni-trier.de/db/journals/access/access9.html#KimKCLS21
https://doi.org/10.1109/ACCESS.2020.3048375
https://hanyang.elsevierpure.com/en/publications/binarized-encoder-decoder-network-and-binarized-deconvolution-eng
https://ieeexplore.ieee.org/document/9311614

Fiji-FIN: A Fault Injection Framework on Quantized Neural Network Inference Accelerator

Autoři: Khoshavi, Navid Broyles, Connor Bi, Yu a další

Zdroj: 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA). :1139-1144

Témata: Machine Learning, Soft Error, 0103 physical sciences, Fault Injection, 0202 electrical engineering, electronic engineering, information engineering, Binarized Neural Network Accelerator, 02 engineering and technology, 01 natural sciences, Black/white -box Attack, ML/DL -powered IoT

Přístupová URL adresa: https://dblp.uni-trier.de/db/conf/icmla/icmla2020.html#KhoshaviBBR20
https://digitalcommons.uri.edu/ele_facpubs/108/

Domain Wall Memory-Based Design of Deep Neural Network Convolutional Layers

Autoři: Jinil Chung Woong Choi Jongsun Park a další

Zdroj: IEEE Access, Vol 8, Pp 19783-19798 (2020)

Témata: domain wall memory, deep neural network, 0202 electrical engineering, electronic engineering, information engineering, convolutional neural network, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, Binarized neural network, TK1-9971

Přístupová URL adresa: https://ieeexplore.ieee.org/ielx7/6287639/8948470/08963965.pdf
https://doaj.org/article/42af4948c5584b0f97a47f31abd0c856
https://ieeexplore.ieee.org/abstract/document/8963965/figures
https://pennstate.pure.elsevier.com/en/publications/domain-wall-memory-based-design-of-deep-neural-network-convolutio
https://dblp.uni-trier.de/db/journals/access/access8.html#ChungCPG20
https://koreauniv.pure.elsevier.com/en/publications/domain-wall-memory-based-design-of-deep-neural-network-convolutio

sEMG-Based Hand Gesture Recognition Using Binarized Neural Network

Autoři: Soongyu Kang Haechan Kim Chaewoon Park a další

Zdroj: Sensors, Vol 23, Iss 3, p 1436 (2023)

Témata: surface electromyography, hand gesture recognition, spectrogram, binarized neural network, field-programmable gate array, Chemical technology, TP1-1185

Relation: https://www.mdpi.com/1424-8220/23/3/1436; https://doaj.org/toc/1424-8220; https://doaj.org/article/0ba38ae3600a46fbadf4fbd03eda16f4

Dostupnost: https://doi.org/10.3390/s23031436
https://doaj.org/article/0ba38ae3600a46fbadf4fbd03eda16f4

FPGA Implementation of Keyword Spotting System Using Depthwise Separable Binarized and Ternarized Neural Networks

Autoři: Seongwoo Bae Haechan Kim Seongjoo Lee a další

Zdroj: Sensors, Vol 23, Iss 12, p 5701 (2023)

Témata: binarized neural network, field-programmable gate array, keyword spotting, ternarized neural network, Chemical technology, TP1-1185

Relation: https://www.mdpi.com/1424-8220/23/12/5701; https://doaj.org/toc/1424-8220; https://doaj.org/article/b41f1f6dcc4447c6a8741acc6b98376d

Dostupnost: https://doi.org/10.3390/s23125701
https://doaj.org/article/b41f1f6dcc4447c6a8741acc6b98376d

Accelerating binarized convolutional neural networks with dynamic partial reconfiguration on disaggregated FPGAs

Autoři: Skrimponis Panagiotis() Πισσαδακης Εμμανουηλ(http://users.isc.tuc.gr/~epissadakis) Pissadakis Emmanouil(http://users.isc.tuc.gr/~epissadakis) a další

Témata: Binarized Neural Network, FPGA accelerator, Dynamic Partial Reconfiguration

Popis souboru: application/pdf

Relation: info:eu-repo/grantAgreement/EC/FP7/246686; http://purl.tuc.gr/dl/dias/12E9AEC6-B0B9-4E11-8E32-9BC8C8E704DB

Dostupnost: http://purl.tuc.gr/dl/dias/12E9AEC6-B0B9-4E11-8E32-9BC8C8E704DB

Always-ON visual node with a hardware-software event-based binarized neural network inference engine

Autoři: Rusci, Manuele Rossi, Davide Flamand, Eric a další

Zdroj: Proceedings of the 15th ACM International Conference on Computing Frontiers. :314-319

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 16. Peace & justice, Always-on vision system, Binarized neural network, Event-based sensing, Ultra-low power visual sensing, Computer Science (all)

Popis souboru: application/pdf

Přístupová URL adresa: https://cris.unibo.it/bitstream/11585/677193/2/Always-ON%20Visual%20node.pdf
https://dblp.uni-trier.de/db/conf/cf/cf2018.html#RusciRFGFB18
https://cris.unibo.it/bitstream/11585/677193/2/Always-ON%20Visual%20node.pdf
https://cris.fbk.eu/handle/11582/314850
https://cris.unibo.it/handle/11585/677193
https://dl.acm.org/doi/pdf/10.1145/3203217.3204463
https://hdl.handle.net/11585/677193
https://doi.org/10.1145/3203217.3204463
http://dl.acm.org/citation.cfm?id=3203217