PARALLEL SESSION
B2L-F
Brain-Inspired and Alternative AI Paradigms Session
SALA FALLA
WEDNESDAY - 9 September | 13:50 - 15:30
CHAIRS
Melika Payvand, Joachim Rodrigues
SESSION PROGRAM
13:50 - 14:10
A 25-µs/Inf Event-Driven Graph Neural Network Processor with Spatiotemporal Caching and Spline Convolution for Ultra-Low-Latency AI at the Edge
Adrian Kneip, Martin Lefebvre, Daniel Gehrig, Victoria Catalán Pastor, Davide Scaramuzza, Marian Verhelst, Charlotte ...
14:10 - 14:30
Mega: A 22 nm Convolutional Spiking Neural Network Accelerator Achieving 0.375 pJ/SOP for Efficient Edge Vision
Rick Luiken, Manil Dev Gomony, Sander Stuijk
14:30 - 14:50
NeuDW-CIM: A 65-nm 0.8-pJ/Sop Reconfigurable Neuromorphic Compute-in-Memory Macro with Nonlinear Dendrites and K-Winners
Junyi Yang, Yahan Yang, Shuai Dong, Biyan Zhou, Ye Ke, Zhengnan Fu, Xin Si, An Guo, Peng Zhou, Arindam Basu
14:50 - 15:10
ReCIM-HD: A 40 nm On-Device Learning Accelerator with Hyperdimensional Computing via Importance-Based Hybrid Digital–ReRAM CIM
Keming Fan, Chang Eun Song, Soumil Jain, Weihong Xu, Gopabandhu Hota, Haichao Yang, Leo Liu, Meng-Fan Chang, Carlos H...
15:10 - 15:30
BSTroM: A 28-nm Processing Unit with Sparse Dataflow & Backward-Sampling Support for Tractable Probabilistic Models
Anjunyi Fan, Hongxiao Zhao, Yihan Fu, Anji Liu, Yaojun Zhang, Bonan Yan