Deep Neural Networks using a Single Neuron: Folded-in-Time Architecture
using Feedback-Modulated Delay Loops

Deep Neural Networks using a Single Neuron: Folded-in-Time Architecture using Feedback-Modulated Delay Loops

19 November 2020

Florian Stelzer

University of Tartu

Papers citing "Deep Neural Networks using a Single Neuron: Folded-in-Time Architecture using Feedback-Modulated Delay Loops"

13 / 13 papers shown

Title
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 498 41,106 0 28 May 2020
Learning One-Shot Imitation from Humans without Humans Alessandro Bonardi Stephen James Andrew J. Davison 58 78 0 04 Nov 2019
Performance boost of time-delay reservoir computing by non-resonant clock cycle Florian Stelzer André Röhm K. Lüdge S. Yanchuk 21 49 0 07 May 2019
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 68 717 0 03 Jul 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 232 5,024 0 19 Jun 2018
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations Yiping Lu Aoxiao Zhong Quanzheng Li Bin Dong 139 499 0 27 Oct 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 168 8,807 0 25 Aug 2017
Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science Decebal Constantin Mocanu Elena Mocanu Peter Stone Phuong H. Nguyen M. Gibescu A. Liotta 107 625 0 15 Jul 2017
A Survey of Neuromorphic Computing and Neural Networks in Hardware Catherine D. Schuman T. Potok Robert M. Patton J. Birdwell Mark E. Dean Garrett S. Rose J. Plank 67 696 0 19 May 2017
Stable Architectures for Deep Neural Networks E. Haber Lars Ruthotto 75 725 0 09 May 2017
Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks A. Ardakani C. Condo W. Gross 44 40 0 04 Nov 2016
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 171 16,311 0 30 Apr 2014
Optoelectronic Reservoir Computing Y. Paquot F. Duport A. Smerieri J. Dambre B. Schrauwen M. Haelterman Serge Massar 61 696 0 30 Nov 2011