Low-Power Neuromorphic Hardware for Signal Processing Applications

Low-Power Neuromorphic Hardware for Signal Processing Applications

11 January 2019

Bipin Rajendran

Papers citing "Low-Power Neuromorphic Hardware for Signal Processing Applications"

16 / 16 papers shown

Title
A Neuromorphic Approach to Obstacle Avoidance in Robot Manipulation Ahmed Faisal Abdelrahman Matias Valdenegro-Toro Maren Bennewitz Paul G. Plöger 44 0 0 08 Apr 2024
Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network Yunhui Zhou Dongqi Han Yuguo Yu 3DH 44 0 0 10 Oct 2023
A Bibliometric Review of Neuromorphic Computing and Spiking Neural Networks Nicholas J. Pritchard A. Wicenec Bennamoun Richard Dodson 29 0 0 14 Apr 2023
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity Prabodh Katti N. Skatchkovsky Osvaldo Simeone Bipin Rajendran Bashir M. Al-Hashimi 21 4 0 02 Feb 2023
Learning to learn online with neuromodulated synaptic plasticity in spiking neural networks Samuel Schmidgall Joe Hays 49 3 0 25 Jun 2022
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference Jiechen Chen N. Skatchkovsky Osvaldo Simeone 47 36 0 13 Jun 2022
Including STDP to eligibility propagation in multi-layer recurrent spiking neural networks Werner van der Veen 44 1 0 05 Jan 2022
Brian2Loihi: An emulator for the neuromorphic chip Loihi using the spiking neural network simulator Brian Carlo Michaelis Andrew B. Lehr Winfried Oed Christian Tetzlaff 21 12 0 25 Sep 2021
Federated Learning with Spiking Neural Networks Yeshwanth Venkatesha Youngeun Kim Leandros Tassiulas Priyadarshini Panda FedML 33 47 0 11 Jun 2021
Dynamic Reliability Management in Neuromorphic Computing Shihao Song Jui Hanamshet Adarsha Balaji Anup Das J. Krichmar N. Dutt Nagarajan Kandasamy F. Catthoor 23 23 0 05 May 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai BDL 61 140 0 21 Dec 2020
BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning Hyeryung Jang N. Skatchkovsky Osvaldo Simeone 37 17 0 15 Dec 2020
Spiking Neural Networks -- Part I: Detecting Spatial Patterns Hyeryung Jang N. Skatchkovsky Osvaldo Simeone 13 10 0 27 Oct 2020
Optimality of short-term synaptic plasticity in modelling certain dynamic environments Timoleon Moraitis Abu Sebastian E. Eleftheriou 27 12 0 15 Sep 2020
Neuromorphic Computing for Content-based Image Retrieval Te-Yuan Liu A. Mahjoubfar Daniel Prusinski Luis Stevens VLM 24 11 0 04 Aug 2020
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 121 483 0 26 Mar 2018