- Anno Christopher Kurth, Johanna Senk, Dennis Terhorst, Justin Finnerty, Markus Diesmann:
Sub-realtime simulation of a neuronal network of natural density. Neuromorph. Comput. Eng. 2(2): 21001 (2022) - Nathan Leroux, Arnaud De Riz, Dédalo Sanz-Hernández, Danijela Markovic, Alice Mizrahi, Julie Grollier:
Convolutional neural networks with radio-frequency spintronic nano-devices. Neuromorph. Comput. Eng. 2(3): 34002 (2022) - Xin Liu, Mingyu Yan, Lei Deng, Yujie Wu, De Han, Guoqi Li, Xiaochun Ye, Dongrui Fan:
General spiking neural network framework for the learning trajectory from a noisy mmWave radar. Neuromorph. Comput. Eng. 2(2): 34013 (2022) - Andres E. Lombo, Jesus E. Lares, Matteo Castellani, Chi-Ning Chou, Nancy A. Lynch, Karl K. Berggren:
A superconducting nanowire-based architecture for neuromorphic computing. Neuromorph. Comput. Eng. 2(2): 34011 (2022) - Aijaz H. Lone, Selma Amara, Hossein Fariborzi:
Magnetic tunnel junction based implementation of spike time dependent plasticity learning for pattern recognition. Neuromorph. Comput. Eng. 2(2): 24003 (2022) - Sayani Majumdar:
An efficient deep neural network accelerator using controlled ferroelectric domain dynamics. Neuromorph. Comput. Eng. 2(4): 41001 (2022) - Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina:
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario. Neuromorph. Comput. Eng. 2(4): 44009 (2022) - Mohammadreza Mohammadi, Peyton Chandarana, James Seekings, Sara Hendrix, Ramtin Zand:
Static hand gesture recognition for American sign language using neuromorphic hardware. Neuromorph. Comput. Eng. 2(4): 44005 (2022) - Kevin Montano, Gianluca Milano, Carlo Ricciardi:
Grid-graph modeling of emergent neuromorphic dynamics and heterosynaptic plasticity in memristive nanonetworks. Neuromorph. Comput. Eng. 2(1): 14007 (2022) - Timoleon Moraitis, Dmitry Toichkin, Adrien Journé, Yansong Chua, Qinghai Guo:
SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks. Neuromorph. Comput. Eng. 2(4): 44017 (2022) - Anand Kumar Mukhopadhyay, Naligala Moses Prabhakar, Divya Lakshmi Duggisetty, Indrajit Chakrabarti, Mrigank Sharad:
Acoustic scene analysis using analog spiking neural network. Neuromorph. Comput. Eng. 2(4): 44003 (2022) - Tien Van Nguyen, Jiyong An, Seokjin Oh, Son Ngoc Truong, Kyeong-Sik Min:
Quantization, training, parasitic resistance correction, and programming techniques of memristor-crossbar neural networks for edge intelligence. Neuromorph. Comput. Eng. 2(3): 32001 (2022) - Matthew van Niekerk, Anthony Rizzo, Héctor Rubio Rivera, Gerald Leake, Daniel Coleman, Christopher Tison, Michael Fanto, Keren Bergman, Stefan Preble:
Massively scalable wavelength diverse integrated photonic linear neuron. Neuromorph. Comput. Eng. 2(2): 34012 (2022) - Omar Oubari, Georgios Exarchakis, Gregor Lenz, Ryad Benosman, Sio-Hoi Ieng:
Efficient spatio-temporal feature clustering for large event-based datasets. Neuromorph. Comput. Eng. 2(4): 44004 (2022) - Nitin Prasad, Prashansa Mukim, Advait Madhavan, Mark D. Stiles:
Associative memories using complex-valued Hopfield networks based on spin-torque oscillator arrays. Neuromorph. Comput. Eng. 2(3): 34003 (2022) - Fangsheng Qian, Xiaobo Bu, Junjie Wang, Ziyu Lv, Su-Ting Han, Ye Zhou:
Evolutionary 2D organic crystals for optoelectronic transistors and neuromorphic computing. Neuromorph. Comput. Eng. 2(1): 12001 (2022) - Md Mahadi Rajib, Walid Al Misba, Md Fahim F. Chowdhury, Muhammad Sabbir Alam, Jayasimha Atulasimha:
Skyrmion based energy-efficient straintronic physical reservoir computing. Neuromorph. Comput. Eng. 2(4): 44011 (2022) - Julian Rossbroich, Julia Gygax, Friedemann Zenke:
Fluctuation-driven initialization for spiking neural network training. Neuromorph. Comput. Eng. 2(4): 44016 (2022) - Vivek Saraswat, Udayan Ganguly:
Stochasticity invariance control in Pr1-x Ca x MnO3 RRAM to enable large-scale stochastic recurrent neural networks. Neuromorph. Comput. Eng. 2(1): 14001 (2022) - Corentin Scholaert, Kamila Janzakova, Yannick Coffinier, Fabien Alibart, Sébastien Pecqueur:
Plasticity of conducting polymer dendrites to bursts of voltage spikes in phosphate buffered saline. Neuromorph. Comput. Eng. 2(4): 44010 (2022) - Catherine D. Schuman, Robert M. Patton, Shruti R. Kulkarni, Maryam Parsa, Christopher G. Stahl, Nicholas Quentin Haas, J. Parker Mitchell, Shay Snyder, Amelie Nagle, Alexandra Shanafield, Thomas E. Potok:
Evolutionary vs imitation learning for neuromorphic control at the edge. Neuromorph. Comput. Eng. 2(1): 14002 (2022) - Bin Shi, Nicola Calabretta, Ripalta Stabile:
Emulation and modelling of semiconductor optical amplifier-based all-optical photonic integrated deep neural network with arbitrary depth. Neuromorph. Comput. Eng. 2(2): 34010 (2022) - Kenneth Michael Stewart, Emre O. Neftci:
Meta-learning spiking neural networks with surrogate gradient descent. Neuromorph. Comput. Eng. 2(4): 44002 (2022) - Andreas Stöckel, Chris Eliasmith:
Computational properties of multi-compartment LIF neurons with passive dendrites. Neuromorph. Comput. Eng. 2(2): 24011 (2022) - Stein Stroobants, Julien Dupeyroux, Guido C. H. E. de Croon:
Neuromorphic computing for attitude estimation onboard quadrotors. Neuromorph. Comput. Eng. 2(3): 34005 (2022) - Karolis Sulinskas, Mattias Borg:
Advantages of binary stochastic synapses for hardware spiking neural networks with realistic memristors. Neuromorph. Comput. Eng. 2(3): 34008 (2022) - Hirofumi Tanaka, Saman Azhari, Yuki Usami, Deep Banerjee, Takumi Kotooka, Oradee Srikimkaew, Thien-Tan Dang, S. Murazoe, Rikuto Oyabu, Kouki Kimizuka, Masaya Hakoshima:
In-materio computing in random networks of carbon nanotubes complexed with chemically dynamic molecules: a review. Neuromorph. Comput. Eng. 2(2): 22002 (2022) - Angelina Totovic, Christos Pappas, Manos Kirtas, Apostolos Tsakyridis, George Giamougiannis, Nikolaos Passalis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros:
WDM equipped universal linear optics for programmable neuromorphic photonic processors. Neuromorph. Comput. Eng. 2(2): 24010 (2022) - James Paul Turner, James C. Knight, Ajay Subramanian, Thomas Nowotny:
mlGeNN: accelerating SNN inference using GPU-enabled neural networks. Neuromorph. Comput. Eng. 2(2): 24002 (2022) - Francesco Vaccaro, Stefano Brivio, Simona Perotto, Aurelio Giancarlo Mauri, Sabina Spiga:
Physics-based compact modelling of the analog dynamics of HfO x resistive memories. Neuromorph. Comput. Eng. 2(2): 21003 (2022)