Tricking AI chips into Simulating the Human Brain: A Detailed
Performance Analysis

Tricking AI chips into Simulating the Human Brain: A Detailed Performance Analysis

31 January 2023

Lennart P L Landsmeer

Max C. W. Engelen

Christos Strydis

ArXiv (abs)PDF HTML

Papers citing "Tricking AI chips into Simulating the Human Brain: A Detailed Performance Analysis"

10 / 10 papers shown

Title
TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings N. Jouppi George Kurian Sheng Li Peter C. Ma R. Nagarajan ... Brian Towles C. Young Xiaoping Zhou Zongwei Zhou David A. Patterson BDL VLM 133 366 0 04 Apr 2023
Intelligence Processing Units Accelerate Neuromorphic Learning P. Sun A. Titterton Anjlee Gopiani Tim Santos A. Basu Wei D. Lu Jason K. Eshraghian 42 8 0 19 Nov 2022
Efficient Hardware Acceleration of Sparsely Active Convolutional Spiking Neural Networks Jan Sommer M. A. Özkan Oliver Keszocze Jürgen Teich 19 18 0 23 Mar 2022
Efficient Neuromorphic Signal Processing with Loihi 2 Garrick Orchard E. P. Frady D. B. Rubin Sophia Sanborn S. Shrestha Friedrich T. Sommer Mike Davies 71 172 0 05 Nov 2021
Training Spiking Neural Networks Using Lessons From Deep Learning Jason K. Eshraghian Max Ward Emre Neftci Xinxin Wang Gregor Lenz Girish Dwivedi Bennamoun Doo Seok Jeong Wei D. Lu 84 453 0 27 Sep 2021
Dissecting the Graphcore IPU Architecture via Microbenchmarking Zhe Jia Blake Tillman Marco Maggioni D. Scarpazza 66 135 0 07 Dec 2019
Surrogate Gradient Learning in Spiking Neural Networks Emre Neftci Hesham Mostafa Friedemann Zenke 97 1,240 0 28 Jan 2019
BindsNET: A machine learning-oriented spiking neural networks library in Python Hananel Hazan D. J. Saunders Hassaan Khan Darpan T. Sanghavi H. Siegelmann R. Kozma AI4CE 62 232 0 04 Jun 2018
NengoDL: Combining deep learning and neuromorphic modelling methods Daniel Rasmussen MoE VLM 38 92 0 28 May 2018
Deep Learning in Spiking Neural Networks A. Tavanaei M. Ghodrati Saeed Reza Kheradpisheh T. Masquelier Anthony Maida 75 1,078 0 22 Apr 2018

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.