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ORCIDNeuromorphic Computing and Engineering, Volume 4
Volume 4, Number 1, March 2024
- Chetan Singh Thakur, Udayan Ganguly:
Editorial: Focus on Neuromorphic Circuits and Systems using Emerging Devices. 10201 - Dennis Meier
, Jorge Íñiguez-González, Davi R. Rodrigues, Karin Everschor-Sitte:
Editorial: Focus issue on topological solitons for neuromorphic systems. 10202 - Lina Jaurigue, Kathy Lüdge:
Reducing reservoir computer hyperparameter dependence by external timescale tailoring. 14001 - Pei Zhang, Shuo Zhu, Edmund Y. Lam:
Event encryption: rethinking privacy exposure for neuromorphic imaging. 14002 - Ole Richter, Chenxi Wu, Adrian M. Whatley, German Köstinger, Carsten Nielsen, Ning Qiao, Giacomo Indiveri:
DYNAP-SE2: a scalable multi-core dynamic neuromorphic asynchronous spiking neural network processor. 14003 - Pao-Sheng Vincent Sun, Alexander Titterton, Anjlee Gopiani, Tim Santos, Arindam Basu, Wei D. Lu, Jason K. Eshraghian:
Exploiting deep learning accelerators for neuromorphic workloads. 14004 - Alexander J. Edwards, Gleb Krylov, Joseph S. Friedman, Eby G. Friedman:
Harnessing stochasticity for superconductive multi-layer spike-rate-coded neuromorphic networks. 14005 - Yu Sui, Tianhe Yu, Shiming Song:
ReARTSim: an ReRAM ARray Transient Simulator with GPU optimized runtime acceleration. 14006 - Panagiotis Mougkogiannis, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky:
Electrical spiking activity of proteinoids-ZnO colloids. 14007 - Gaurav Verma, Sandeep Soni, Arshid Nisar, Brajesh Kumar Kaushik:
Multi-bit MRAM based high performance neuromorphic accelerator for image classification. 14008 - Liz Weerdmeester, Nelson Niemeyer, Paul Pfeiffer, Sebastian Billaudelle, Johannes Schemmel, Jan-Hendrik Schleimer, Susanne Schreiber:
Qualitative switches in single-neuron spike dynamics on neuromorphic hardware: implementation, impact on network synchronization and relevance for plasticity. 14009 - Joshua Robertson, Paul Kirkland, Gaetano Di Caterina, Antonio Hurtado:
VCSEL-based photonic spiking neural networks for ultrafast detection and tracking. 14010 - Ugurcan Çakal, Maryada, Chenxi Wu, Ilkay Ulusoy, Dylan Richard Muir:
Gradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors. 14011 - Peng Chen, Xuehao Xiong, Bihua Zhang, Yuxuan Ye, Gang Pan, Peng Lin:
Neuromorphic auditory classification based on a single dynamical electrochemical memristor. 14012
Volume 4, Number 2, 2024
- Michele Di Lauro, Federico Rondelli, Anna De Salvo, Alessandro Corsini, Matteo Genitoni, Pier Paolo Greco, Mauro Murgia, Luciano Fadiga, Fabio Biscarini:
An organic artificial soma for spatio-temporal pattern recognition via dendritic integration. 24001 - Felix Wang, Shruti R. Kulkarni, Bradley H. Theilman, Fredrick H. Rothganger, Catherine D. Schuman, Seung-Hwan Lim, James B. Aimone:
Scaling neural simulations in STACS. 24002 - Chang-Jae Beak, Jihwan Lee, Junseok Kim, Jiwoo Park, Sin-Hyung Lee:
Filamentary-based organic memristors for wearable neuromorphic computing systems. 22001 - Tim M. Kamsma, E. A. Rossing, Cristian Spitoni, Renéa van Roij:
Advanced iontronic spiking modes with multiscale diffusive dynamics in a fluidic circuit. 24003 - Sen Lu, Abhronil Sengupta:
Deep unsupervised learning using spike-timing-dependent plasticity. 24004 - Francesco Caravelli:
Cycle equivalence classes, orthogonal Weingarten calculus, and the mean field theory of memristive systems. 24005 - Raz Halaly, Elishai Ezra Tsur:
Continuous adaptive nonlinear model predictive control using spiking neural networks and real-time learning. 24006 - Florent De Geeter, Damien Ernst, Guillaume Drion:
Spike-based computation using classical recurrent neural networks. 24007 - Paul Hueber, Guangzhi Tang, Manolis Sifalakis, Hua-Peng Liaw, Aurora Micheli, Nergis Tomen, Yao-Hong Liu:
Benchmarking of hardware-efficient real-time neural decoding in brain-computer interfaces. 24008 - Zhaoqi Chen, Alia Nasrallah, Ralph Etienne-Cummings:
Neuromorphic place cells. 24009 - Nishith N. Chakraborty, Shelah Ameli, Hritom Das, Catherine D. Schuman, Garrett S. Rose:
Hardware software co-design for leveraging STDP in a memristive neuroprocessor. 24010 - Matej Hejda, Eli A. Doris, Simon Bilodeau, Joshua Robertson, Dafydd Owen-Newns, Bhavin J. Shastri, Paul R. Prucnal, Antonio Hurtado:
Optical spike amplitude weighting and neuromimetic rate coding using a joint VCSEL-MRR neuromorphic photonic system. 24011 - Muhammad Sabbir Alam, Walid Al Misba, Jayasimha Atulasimha:
Quantized non-volatile nanomagnetic domain wall synapse based autoencoder for efficient unsupervised network anomaly detection. 24012 - Recep Bugra Uludag, Serhat Çagdas, Yavuz Selim Isler, Neslihan Serap Sengör, Ismail Akturk:
Bio-realistic neural network implementation on Loihi 2 with Izhikevich neurons. 24013 - Zheyang Li, Xi Yu:
Exploring non-steady-state charge transport dynamics in information processing: insights from reservoir computing. 24014 - Wataru Namiki, Daiki Nishioka, Takashi Tsuchiya, Kazuya Terabe:
Fast physical reservoir computing, achieved with nonlinear interfered spin waves. 24015 - Jiahe Hu, Shangda Qu, Honghuan Xu, Lin Sun, Chengpeng Jiang, Lu Yang, Yi Du, Wentao Xu:
A bioinspired neuromuscular system enabled by flexible electro-optical N2200 nanowire synaptic transistor. 24016 - Lukas Puts, Daan Lenstra, Kevin Williams, Weiming Yao:
Phase-space analysis of a two-section InP laser as an all-optical spiking neuron: dependency on control and design parameters. 24017 - Guru Venkat, Ian T. Vidamour, Charles Swindells, Paul W. Fry, M. C. Rosamond, M. Foerster, M. A Niño, David Griffin, Susan Stepney, Dan A. Allwood, Thomas J. Hayward:
Exploring physical and digital architectures in magnetic nanoring array reservoir computers. 24018
Volume 4, Number 3, 2024
- Wei D. Lu, Melika Payvand, Yuchao Yang:
Editorial: Focus issue on in-memory computing. 30201 - Dongyeon Woo, Gichang Noh, Eunpyo Park, Min Jee Kim, Dae Kyu Lee, Yong Woo Sung, Jaewook Kim, Yeonjoo Jeong, Jongkil Park, Seongsik Park, Hyun Jae Jang, Nakwon Choi, Yooyeon Jo, Joon Young Kwak:
Implementation of two-step gradual reset scheme for enhancing state uniformity of 2D hBN-based memristors for image processing. 34001 - Ian Forbes, Giacomo Indiveri:
Neuromorphic computing and engineering's coming of age. 30202 - Ui-Chan Jeong, Jun-Seok Ro, Hea-Lim Park, Tae-Woo Lee:
Modulating short-term and long-term plasticity of polymer-based artificial synapses for neuromorphic computing and beyond. 32001 - Wei Wang, Yang Li, Ming Wang:
Difficulties and approaches in enabling learning-in-memory using crossbar arrays of memristors. 32002 - Hyeon Ji Lee, Sungwoo Park, Juhui Kim, Min Hyuk Park, Jihyun Kim, Jung Ah Lim, Ho Won Jang:
2D materials-based crossbar array for neuromorphic computing hardware. 32003 - Cristiano Capone, Paolo Muratore:
Learning fast while changing slow in spiking neural networks. 34002 - Dingchen Wang, Anran Yuan, Shilei Dai, Xiao Tang, Kunbin Huang, Songrui Wei, Han Zhang, Zhongrui Wang:
A liquid optical memristor using photochromic effect and capillary effect. 34003 - Riccardo Fontanini, Alessandro Pilotto, David Esseni, Mirko Loghi:
Reducing the spike rate of deep spiking neural networks based on time-encoding. 34004 - Ben Walters, Hamid Rahimian Kalatehbali, Zhengyu Cai, Roman Genov, Amirali Amirsoleimani, Jason Eshraghian, Mostafa Rahimi Azghadi:
Efficient sparse spiking auto-encoder for reconstruction, denoising and classification. 34005 - Fernando M. Quintana, Fernando Perez-Peña, Pedro L. Galindo, Emre O. Neftci, Elisabetta Chicca, Lyes Khacef:
ETLP: event-based three-factor local plasticity for online learning with neuromorphic hardware. 34006 - Rana Walied Ahmad, Rainer Waser, Florian Maudet, Onur Toprak, Catherine Dubourdieu, Stephan Menzel:
Variability-aware modeling of electrochemical metallization memory cells. 34007 - Hugo J. Ladret, Christian Casanova, Laurent Udo Perrinet:
Kernel heterogeneity improves sparseness of natural images representations. 34008 - Huifeng Yin, Hanle Zheng, Jiayi Mao, Siyuan Ding, Xing Liu, Mingkun Xu, Yifan Hu, Jing Pei, Lei Deng:
Understanding the functional roles of modelling components in spiking neural networks. 34009 - Daniela Rana, Chi-hyeong Kim, Meijing Wang, Fabio Cicoira, Francesca Santoro:
Tissue-like interfacing of planar electrochemical organic neuromorphic devices. 34010 - Zachary Heywood, Joshua B. Mallinson, Philip Bones, Simon A. Brown:
From 'follow the leader' to autonomous swarming: physical reservoir computing in two dimensions. 34011 - Mazdak Fatahi, Pierre Boulet, Giulia D'Angelo:
Event-driven nearshore and shoreline coastline detection on SpiNNaker neuromorphic hardware. 34012 - Alex Spaeth, David Haussler, Mircea Teodorescu:
Model-agnostic neural mean field with a data-driven transfer function. 34013 - Qingshan Wang, Clara C. Wanjura, Florian Marquardt:
Training coupled phase oscillators as a neuromorphic platform using equilibrium propagation. 34014
Volume 4, Number 4, 2024
- Moshe Bensimon, Yakir Hadad, Yehuda Ben-Shimol, Shlomo Greenberg:
Time-frequency analysis using spiking neural network. 44001 - Carver Mead:
Presentation of the 2023 Misha Mahowald Recognition of Lifetime Contribution to Neuromorphic Engineering to Professor Carver Mead. 40201 - Terrence C. Stewart, Catherine D. Schuman, Yulia Sandamirskaya, Steve B. Furber, Giacomo Indiveri:
Focus on benchmarks for neuromorphic computing. 40202 - Ali Safa:
Continual learning with hebbian plasticity in sparse and predictive coding networks: a survey and perspective. 42001 - Gianluca Kosmella, Ripalta Stabile, Jaron Sanders:
Noise-resilient designs and analysis for optical neural networks. 44002 - L. Parrilla, Matteo Filippini, Dmitrii Zendrikov, Patrizia Fattori, Giacomo Indiveri:
Spike-based computational primitives to reproduce neural dynamics in the parietal cortex during motor preparation. 44003 - Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
A cloud-edge framework for energy-efficient event-driven control: an integration of online supervised learning, spiking neural networks and local plasticity rules. 44004 - Dongshu Liu, Jérémie Laydevant, Adrien Pontlevy, Damien Querlioz, Julie Grollier:
Unsupervised end-to-end training with a self-defined target. 44005 - Weikang Zhang, Matej Hejda, Qusay Raghib Ali Al-Taai, Dafydd Owen-Newns, Bruno Romeira, José M. L. Figueiredo, Joshua Robertson, Edward Wasige, Antonio Hurtado:
Photonic-electronic spiking neuron with multi-modal and multi-wavelength excitatory and inhibitory operation for high-speed neuromorphic sensing and computing. 44006 - Shengbo Wang, Mingchao Fang, Lekai Song, Cong Li, Jian Zhang, Arokia Nathan, Guohua Hu, Shuo Gao:
Self-reconfigurable multifunctional memristive nociceptor for intelligent robotics. 44007 - Tao Sun, Sander M. Bohté:
DPSNN: spiking neural network for low-latency streaming speech enhancement. 44008 - Sanaz Mahmoodi Takaghaj, Jack Sampson:
D-SELD: Dataset-Scalable Exemplar LCA-Decoder. 44009
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