Brain-inspired computing: We need a master plan

29 April 2021

Papers citing "Brain-inspired computing: We need a master plan"

44 / 44 papers shown

Title
Blending Optimal Control and Biologically Plausible Learning for Noise-Robust Physical Neural Networks S. Sunada T. Niiyama Kazutaka Kanno Rin Nogami André Röhm Takato Awano Atsushi Uchida AI4CE 71 1 0 26 Feb 2025
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks Yulong Huang Xiaopeng Lin Hongwei Ren Haotian Fu Yue Zhou Zunchang Liu Biao Pan Bojun Cheng 57 10 0 20 Feb 2025
STOP: Spatiotemporal Orthogonal Propagation for Weight-Threshold-Leakage Synergistic Training of Deep Spiking Neural Networks Haoran Gao Xichuan Zhou Yingcheng Lin Min Tian Liyuan Liu Cong Shi 36 0 0 17 Nov 2024
When In-memory Computing Meets Spiking Neural Networks -- A Perspective on Device-Circuit-System-and-Algorithm Co-design Abhishek Moitra Abhiroop Bhattacharjee Yuhang Li Youngeun Kim Priyadarshini Panda 30 1 0 22 Aug 2024
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking Xingrun Xing Boyan Gao Zheng Zhang David A. Clifton Shitao Xiao LI DU Guoqi Li Jiajun Zhang 55 5 0 05 Jul 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms Xingrun Xing Zheng Zhang Ziyi Ni Shitao Xiao Yiming Ju Siqi Fan Yequan Wang Jiajun Zhang Guoqi Li 45 9 0 05 Jun 2024
Controlling Chaos Using Edge Computing Hardware Robert M Kent W. A. S. Barbosa Daniel J Gauthier 23 12 0 08 May 2024
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network Ruichen Ma G. Qiao Yián Liu L. Meng N. Ning Yang Liu Shaogang Hu AAML MQ 42 3 0 06 Mar 2024
A Review of Neuroscience-Inspired Machine Learning Alexander Ororbia A. Mali Adam Kohan Beren Millidge Tommaso Salvatori 27 7 0 16 Feb 2024
Leveraging Continuously Differentiable Activation Functions for Learning in Quantized Noisy Environments Vivswan Shah Nathan Youngblood 41 2 0 04 Feb 2024
A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission Wenjun Huang Arghavan Rezvani Hanning Chen Yang Ni Sanggeon Yun Sungheon Jeong Mohsen Imani 29 7 0 03 Feb 2024
Polariton lattices as binarized neuromorphic networks E. Sedov A. Kavokin 18 2 0 14 Jan 2024
HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing Sanggeon Yun Hanning Chen Ryozo Masukawa Hamza Errahmouni Barkam Andrew Ding Wenjun Huang Arghavan Rezvani Shaahin Angizi Mohsen Imani 29 6 0 04 Jan 2024
Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data I. S. Maksymov 31 5 0 03 Jan 2024
Deep Photonic Reservoir Computer for Speech Recognition Enrico Picco Alessandro Lupo Serge Massar 16 4 0 11 Dec 2023
Measurement-driven neural-network training for integrated magnetic tunnel junction arrays W. A. Borders A. Madhavan M. Daniels Vasileia Georgiou Martin Lueker-Boden Tiffany S. Santos Patrick M. Braganca M. D. Stiles Jabez J. McClelland Brian D. Hoskins 27 3 0 11 Dec 2023
A differentiable brain simulator bridging brain simulation and brain-inspired computing Chaoming Wang Tianqiu Zhang Sichao He Hongyaoxing Gu Shangyang Li Si Wu 24 4 0 09 Nov 2023
Systematic AI Approach for AGI: Addressing Alignment, Energy, and AGI Grand Challenges Eren Kurshan 23 0 0 23 Oct 2023
TDPP: Two-Dimensional Permutation-Based Protection of Memristive Deep Neural Networks Minhui Zou Zhenhua Zhu Tzofnat Greenberg-Toledo Orian Leitersdorf Jiang Li Junlong Zhou Yu Wang Nan Du Shahar Kvatinsky AAML 15 1 0 10 Oct 2023
Metalearning-Informed Competence in Children: Implications for Responsible Brain-Inspired Artificial Intelligence Chaitanya Singh 19 0 0 05 Sep 2023
Intelligence-Endogenous Management Platform for Computing and Network Convergence Zicong Hong Xiaoyu Qiu Jiangnnan Lin Wuhui Chen Yue Yu Hui Wang Songxue Guo Wen Gao 18 4 0 07 Aug 2023
Conflict-free joint decision by lag and zero-lag synchronization in laser network Hisako Ito Takatomo Mihana R. Horisaki Makoto Naruse 13 3 0 28 Jul 2023
Human Body Digital Twin: A Master Plan Chenyu Tang Wentian Yi Edoardo Occhipinti Yanning Dai Shuo Gao L. Occhipinti AI4CE 12 20 0 18 Jul 2023
Genes in Intelligent Agents Fu Feng Jing Wang Xu Yang Xin Geng AI4CE 24 6 0 17 Jun 2023
Leveraging dendritic properties to advance machine learning and neuro-inspired computing Michalis Pagkalos R. Makarov Panayiota Poirazi AI4CE 33 11 0 13 Jun 2023
A method for the ethical analysis of brain-inspired AI M. Farisco Gianluca Baldassarre Emilio Cartoni A. Leach Mihai A. Petrovici A. Rosemann Arleen Salles B. Stahl Sacha Jennifer van Albada 34 2 0 18 May 2023
Benchmarking the human brain against computational architectures Céline van Valkenhoef Catherine D. Schuman P. Walther 15 0 0 15 May 2023
Speck: A Smart event-based Vision Sensor with a low latency 327K Neuron Convolutional Neuronal Network Processing Pipeline Ole Richter Y. Xing M. D. Marchi Carsten Nielsen M. Katsimpris ... SynSense Bio-Inspired Circuits Sadique Sheik T. Demirci Groningen Cognitive Systems 27 55 0 13 Apr 2023
Artificial Dendritic Computation: The case for dendrites in neuromorphic circuits D. Mannion A. Kenyon 13 2 0 03 Apr 2023
The Intel Neuromorphic DNS Challenge Jonathan Timcheck S. Shrestha D. B. Rubin A. Kupryjanow Garrick Orchard Lukasz Pindor Timothy M. Shea Mike Davies 36 27 0 16 Mar 2023
Multiplexed gradient descent: Fast online training of modern datasets on hardware neural networks without backpropagation A. McCaughan Bakhrom G. Oripov N. Ganesh S. Nam A. Dienstfrey S. Buckley 24 8 0 05 Mar 2023
Intelligent Computing: The Latest Advances, Challenges and Future Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 27 117 0 21 Nov 2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions Mattias Nilsson Olov Schelén Anders Lindgren Ulf Bodin Cristina Paniagua J. Delsing Fredrik Sandin 37 14 0 20 Oct 2022
Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics Dominique J. Kösters Bryan A. Kortman I. Boybat Elena Ferro Sagar Dolas ... T. Rasing H. Riel Abu Sebastian S. Caron J. Mentink 51 13 0 21 Sep 2022
Vision for Bosnia and Herzegovina in Artificial Intelligence Age: Global Trends, Potential Opportunities, Selected Use-cases and Realistic Goals Zlatan Ajanović E. Alickovic Aida Brankovic Sead Delalic Eldar Kurtic S. Malikić Adnan Mehonic Hamza Merzic Kenan Sehic Bahrudin Trbalic 57 0 0 08 Sep 2022
Large Language Models and the Reverse Turing Test T. Sejnowski ELM 26 107 0 28 Jul 2022
Context-sensitive neocortical neurons transform the effectiveness and efficiency of neural information processing Ahsan Adeel Mario Franco Mohsin Raza K. Ahmed 31 9 0 15 Jul 2022
A Relative Church-Turing-Deutsch Thesis from Special Relativity and Undecidability Blake A. Wilson Ethan Dickey Vaishnavi Iyer S. Kais AI4CE 13 0 0 13 Jun 2022
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference Jiechen Chen N. Skatchkovsky Osvaldo Simeone 33 36 0 13 Jun 2022
Quantum materials for energy-efficient neuromorphic computing A. Hoffmann S. Ramanathan Julie Grollier A. Kent M. Rozenberg ... A. Petford-Long J. Schuller M. D. Stiles Y. Takamura Yimei Zhu 8 46 0 04 Apr 2022
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time Bojian Yin Federico Corradi S. Bohté 38 61 0 20 Dec 2021
Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment M. Filipovich Zhimu Guo M. Al-Qadasi Bicky A. Marquez Hugh Morison V. Sorger Paul R. Prucnal S. Shekhar B. Shastri 28 52 0 12 Nov 2021
Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses Mattias Nilsson F. Liwicki Fredrik Sandin 20 2 0 10 Jun 2021
Bottom-up and top-down approaches for the design of neuromorphic processing systems: Tradeoffs and synergies between natural and artificial intelligence Charlotte Frenkel D. Bol Giacomo Indiveri 34 33 0 02 Jun 2021