Memristors -- from In-memory computing, Deep Learning Acceleration,
Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired
Computing

Memristors -- from In-memory computing, Deep Learning Acceleration, Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired Computing

30 April 2020

Bipin Rajendran

Osvaldo Simeone

Papers citing "Memristors -- from In-memory computing, Deep Learning Acceleration, Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired Computing"

12 / 12 papers shown

Title
The Inherent Adversarial Robustness of Analog In-Memory Computing Corey Lammie Julian Büchel A. Vasilopoulos Manuel Le Gallo Abu Sebastian AAML 49 0 0 11 Nov 2024
A Survey on Offensive AI Within Cybersecurity Sahil Girhepuje Aviral Verma Gaurav Raina AAML 25 2 0 26 Sep 2024
Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks Jiechen Chen Sangwoo Park Osvaldo Simeone 32 4 0 25 Oct 2023
Bayesian Continual Learning via Spiking Neural Networks N. Skatchkovsky Hyeryung Jang Osvaldo Simeone BDL 33 17 0 29 Aug 2022
On-device Synaptic Memory Consolidation using Fowler-Nordheim Quantum-tunneling Mustafizur Rahman Subhankar Bose S. Chakrabartty 24 3 0 27 Jun 2022
Wearable uBrain: Fabric Based-Spiking Neural Network Frances Cleary W. Srisa-an Beatriz Gil Jaideep C. Kesavan T. Engel D. Henshall Sasitharan Balasubramaniam 25 2 0 25 Feb 2022
2D-Motion Detection using SNNs with Graphene-Insulator-Graphene Memristive Synapses Shubham Pande Karthik Srinivasan S. Balanethiram B. Chakrabarti A. Chakravorty 13 0 0 30 Nov 2021
Quantifying the Computational Capability of a Nanomagnetic Reservoir Computing Platform with Emergent Magnetization Dynamics Ian T. Vidamour Matthew O. A. Ellis David Griffin G. Venkat C. Swindells ... S. Dhesi Susan Stepney Eleni Vasilaki D. Allwood T. Hayward 12 14 0 29 Nov 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
Brain-inspired computing: We need a master plan A. Mehonic A. Kenyon 22 350 0 29 Apr 2021
Memristive Stochastic Computing for Deep Learning Parameter Optimization Corey Lammie Jason Eshraghian Wei D. Lu M. R. Azghadi BDL 15 21 0 11 Mar 2021
BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning Hyeryung Jang N. Skatchkovsky Osvaldo Simeone 37 17 0 15 Dec 2020