日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

The road to commercial success for neuromorphic technologies

神经形态技术的商业成功之路

Muir, Dylan Richard; Sheik, Sadique

The neurobench framework for benchmarking neuromorphic computing algorithms and systems

用于对神经形态计算算法和系统进行基准测试的 neurobench 框架

Yik, Jason; Van den Berghe, Korneel; den Blanken, Douwe; Bouhadjar, Younes; Fabre, Maxime; Hueber, Paul; Ke, Weijie; Khoei, Mina A; Kleyko, Denis; Pacik-Nelson, Noah; Pierro, Alessandro; Stratmann, Philipp; Sun, Pao-Sheng Vincent; Tang, Guangzhi; Wang, Shenqi; Zhou, Biyan; Ahmed, Soikat Hasan; Vathakkattil Joseph, George; Leto, Benedetto; Micheli, Aurora; Mishra, Anurag Kumar; Lenz, Gregor; Sun, Tao; Ahmed, Zergham; Akl, Mahmoud; Anderson, Brian; Andreou, Andreas G; Bartolozzi, Chiara; Basu, Arindam; Bogdan, Petrut; Bohte, Sander; Buckley, Sonia; Cauwenberghs, Gert; Chicca, Elisabetta; Corradi, Federico; de Croon, Guido; Danielescu, Andreea; Daram, Anurag; Davies, Mike; Demirag, Yigit; Eshraghian, Jason; Fischer, Tobias; Forest, Jeremy; Fra, Vittorio; Furber, Steve; Furlong, P Michael; Gilpin, William; Gilra, Aditya; Gonzalez, Hector A; Indiveri, Giacomo; Joshi, Siddharth; Karia, Vedant; Khacef, Lyes; Knight, James C; Kriener, Laura; Kubendran, Rajkumar; Kudithipudi, Dhireesha; Liu, Shih-Chii; Liu, Yao-Hong; Ma, Haoyuan; Manohar, Rajit; Margarit-Taulé, Josep Maria; Mayr, Christian; Michmizos, Konstantinos; Muir, Dylan R; Neftci, Emre; Nowotny, Thomas; Ottati, Fabrizio; Ozcelikkale, Ayca; Panda, Priyadarshini; Park, Jongkil; Payvand, Melika; Pehle, Christian; Petrovici, Mihai A; Posch, Christoph; Renner, Alpha; Sandamirskaya, Yulia; Schaefer, Clemens J S; van Schaik, André; Schemmel, Johannes; Schmidgall, Samuel; Schuman, Catherine; Seo, Jae-Sun; Sheik, Sadique; Shrestha, Sumit Bam; Sifalakis, Manolis; Sironi, Amos; Stewart, Kenneth; Stewart, Matthew; Stewart, Terrence C; Timcheck, Jonathan; Tömen, Nergis; Urgese, Gianvito; Verhelst, Marian; Vineyard, Craig M; Vogginger, Bernhard; Yousefzadeh, Amirreza; Zohora, Fatima Tuz; Frenkel, Charlotte; Reddi, Vijay Janapa

Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing

神经形态中间表示:用于可互操作的类脑计算的统一指令集

Pedersen, Jens E; Abreu, Steven; Jobst, Matthias; Lenz, Gregor; Fra, Vittorio; Bauer, Felix Christian; Muir, Dylan Richard; Zhou, Peng; Vogginger, Bernhard; Heckel, Kade; Urgese, Gianvito; Shankar, Sadasivan; Stewart, Terrence C; Sheik, Sadique; Eshraghian, Jason K

Spike-based dynamic computing with asynchronous sensing-computing neuromorphic chip.

基于异步感知计算神经形态芯片的脉冲动态计算

Yao Man, Richter Ole, Zhao Guangshe, Qiao Ning, Xing Yannan, Wang Dingheng, Hu Tianxiang, Fang Wei, Demirci Tugba, De Marchi Michele, Deng Lei, Yan Tianyi, Nielsen Carsten, Sheik Sadique, Wu Chenxi, Tian Yonghong, Xu Bo, Li Guoqi

EXODUS: Stable and efficient training of spiking neural networks

EXODUS:脉冲神经网络的稳定高效训练

Bauer, Felix C; Lenz, Gregor; Haghighatshoar, Saeid; Sheik, Sadique

Chip-In-Loop SNN Proxy Learning: a new method for efficient training of spiking neural networks

芯片内环SNN代理学习:一种高效训练脉冲神经网络的新方法

Liu, Yuhang; Liu, Tingyu; Hu, Yalun; Liao, Wei; Xing, Yannan; Sheik, Sadique; Qiao, Ning

Adversarial attacks on spiking convolutional neural networks for event-based vision

针对基于事件视觉的脉冲卷积神经网络的对抗性攻击

Büchel, Julian; Lenz, Gregor; Hu, Yalun; Sheik, Sadique; Sorbaro, Martino

Optimizing the Energy Consumption of Spiking Neural Networks for Neuromorphic Applications

优化脉冲神经网络在神经形态应用中的能耗

Sorbaro, Martino; Liu, Qian; Bortone, Massimo; Sheik, Sadique

Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning

神经和突触阵列收发器:一种用于嵌入式学习的类脑计算框架

Detorakis, Georgios; Sheik, Sadique; Augustine, Charles; Paul, Somnath; Pedroni, Bruno U; Dutt, Nikil; Krichmar, Jeffrey; Cauwenberghs, Gert; Neftci, Emre

Hardware-Efficient On-line Learning through Pipelined Truncated-Error Backpropagation in Binary-State Networks

二元状态网络中基于流水线截断误差反向传播的硬件高效在线学习

Mostafa, Hesham; Pedroni, Bruno; Sheik, Sadique; Cauwenberghs, Gert