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Brain-inspired computing: We need a master plan

Brain-inspired computing: We need a master plan

29 April 2021
A. Mehonic
A. Kenyon
ArXiv (abs)PDFHTML

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
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
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
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
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
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
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
157
6
0
05 Jul 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic
  Bi-Spiking Mechanisms
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
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
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
AAMLMQ
93
3
0
06 Mar 2024
A Review of Neuroscience-Inspired Machine Learning
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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