Brain-inspired computing: We need a master plan

29 April 2021

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

46 / 46 papers shown

Title
Neuromorphic-based metaheuristics: A new generation of low power, low latency and small footprint optimization algorithms El-ghazali Talbi 21 0 0 22 May 2025
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 123 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 141 15 0 20 Feb 2025
Low-power Spike-based Wearable Analytics on RRAM Crossbars Abhiroop Bhattacharjee Jinquan Shi Wei-Chen Chen Xinxin Wang Priyadarshini Panda 110 0 0 10 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 129 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 67 3 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 155 6 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 90 11 0 05 Jun 2024
Controlling Chaos Using Edge Computing Hardware Robert M Kent W. A. S. Barbosa Daniel J Gauthier 99 15 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 93 3 0 06 Mar 2024
A Review of Neuroscience-Inspired Machine Learning Alexander Ororbia A. Mali Adam Kohan Beren Millidge Tommaso Salvatori 74 7 0 16 Feb 2024
Leveraging Continuously Differentiable Activation Functions for Learning in Quantized Noisy Environments Vivswan Shah Nathan Youngblood 115 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 48 8 0 03 Feb 2024
Polariton lattices as binarized neuromorphic networks E. Sedov A. Kavokin 114 4 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 75 7 0 04 Jan 2024
Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data I. S. Maksymov 55 5 0 03 Jan 2024
Deep Photonic Reservoir Computer for Speech Recognition Enrico Picco Alessandro Lupo Serge Massar 47 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 70 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 107 4 0 09 Nov 2023
From the Pursuit of Universal AGI Architecture to Systematic Approach to Heterogenous AGI: Addressing Alignment, Energy, & AGI Grand Challenges Eren Kurshan 112 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 22 1 0 10 Oct 2023
Metalearning-Informed Competence in Children: Implications for Responsible Brain-Inspired Artificial Intelligence Chaitanya Singh 49 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 34 6 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 37 4 0 28 Jul 2023
Human Body Digital Twin: A Master Plan Chenyu Tang Wentian Yi Edoardo Occhipinti Yanning Dai Shuo Gao L. Occhipinti AI4CE 23 21 0 18 Jul 2023
Genes in Intelligent Agents Fu Feng Jing Wang Xu Yang Xin Geng AI4CE 50 9 0 17 Jun 2023
Leveraging dendritic properties to advance machine learning and neuro-inspired computing Michalis Pagkalos R. Makarov Panayiota Poirazi AI4CE 68 13 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 63 3 0 18 May 2023
Benchmarking the human brain against computational architectures Céline van Valkenhoef Catherine D. Schuman P. Walther 44 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 94 61 0 13 Apr 2023
Artificial Dendritic Computation: The case for dendrites in neuromorphic circuits D. Mannion A. Kenyon 27 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 69 28 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 73 9 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 87 130 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 123 16 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 105 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 93 0 0 08 Sep 2022
Large Language Models and the Reverse Turing Test T. Sejnowski ELM 166 114 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 93 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 23 0 0 13 Jun 2022
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference Jiechen Chen N. Skatchkovsky Osvaldo Simeone 80 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 34 48 0 04 Apr 2022
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time Bojian Yin Federico Corradi S. Bohté 79 69 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 69 56 0 12 Nov 2021
Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses Mattias Nilsson F. Liwicki Fredrik Sandin 48 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 85 36 0 02 Jun 2021