MorphIC: A 65-nm 738k-Synapse/mm$^2$ Quad-Core Binary-Weight Digital
Neuromorphic Processor with Stochastic Spike-Driven Online Learning

MorphIC: A 65-nm 738k-Synapse/mm $^2$ Quad-Core Binary-Weight Digital Neuromorphic Processor with Stochastic Spike-Driven Online Learning

17 April 2019

Charlotte Frenkel

Papers citing "MorphIC: A 65-nm 738k-Synapse/mm$^2$ Quad-Core Binary-Weight Digital Neuromorphic Processor with Stochastic Spike-Driven Online Learning"

12 / 12 papers shown

Title
An Inherent Trade-Off in Noisy Neural Communication with Rank-Order Coding Ibrahim Alsolami T. Fukai 16 0 0 14 Aug 2023
EnforceSNN: Enabling Resilient and Energy-Efficient Spiking Neural Network Inference considering Approximate DRAMs for Embedded Systems Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Muhammad Shafique 21 11 0 08 Apr 2023
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition Mohamed Sadek Bouanane D. Cherifi Elisabetta Chicca Lyes Khacef 27 13 0 14 Nov 2022
Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions A. Basu Charlotte Frenkel Lei Deng Xueyong Zhang 23 64 0 14 Mar 2022
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity Christian Pehle Sebastian Billaudelle Benjamin Cramer Jakob Kaiser Korbinian Schreiber Yannik Stradmann Johannes Weis Aron Leibfried Eric Müller Johannes Schemmel 8 125 0 26 Jan 2022
POPPINS : A Population-Based Digital Spiking Neuromorphic Processor with Integer Quadratic Integrate-and-Fire Neurons Zuo-Wei Yeh Chia-Hua Hsu Alexander White Chen-Fu Yeh Wen-Chieh Wu Cheng-Te Wang C. Lo K. Tang 13 10 0 19 Jan 2022
ReSpawn: Energy-Efficient Fault-Tolerance for Spiking Neural Networks considering Unreliable Memories Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Muhammad Shafique 16 36 0 23 Aug 2021
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System Yannik Stradmann Sebastian Billaudelle O. Breitwieser F. Ebert Arne Emmel ... Joscha Ilmberger Eric Müller Philipp Spilger Johannes Weis Johannes Schemmel 20 12 0 29 Mar 2021
Surrogate gradients for analog neuromorphic computing Benjamin Cramer Sebastian Billaudelle Simeon Kanya Aron Leibfried Andreas Grubl ... Korbinian Schreiber Yannik Stradmann Johannes Weis Johannes Schemmel Friedemann Zenke 16 106 0 12 Jun 2020
A 28-nm Convolutional Neuromorphic Processor Enabling Online Learning with Spike-Based Retinas Charlotte Frenkel J. Legat D. Bol 11 42 0 13 May 2020
The Operating System of the Neuromorphic BrainScaleS-1 System Eric Müller Sebastian Schmitt Christian Mauch Sebastian Billaudelle Andreas Grübl ... H. Schmidt Bernhard Vogginger Jonas Weidner Christian Mayr Johannes Schemmel 22 23 0 30 Mar 2020
Neuromorphic Deep Learning Machines Emre Neftci C. Augustine Somnath Paul Georgios Detorakis BDL 127 257 0 16 Dec 2016