December 2019, Volume 9, Issue 4

Introduction to the Special Issue on the 1st IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2019)
Robert Chen-Hao Chang ; Gwo Giun Chris Lee ; Tobi Delbruck ; Maurizio Valle

CNNP-v2: A Memory-Centric Architecture for Low-Power CNN Processor on Domain-Specific Mobile Devices
Sungpill Choi ; Kyeongryeol Bong ; Donghyeon Han ; Hoi-Jun Yoo

Hardware Design of a Context-Preserving Filter-Reorganized CNN for Super-Resolution
Donghyeon Lee ; Hoseong Lee ; Sangheon Lee ; Kyujoong Lee ; Hyuk-Jae Lee

Hematoxylin and Eosin (H&E) Stained Liver Portal Area Segmentation Using Multi-Scale Receptive Field Convolutional Neural Network
Qi-En Xiao ; Pau-Choo Chung ; Hung-Wen Tsai ; Kuo-Sheng Cheng ; Nan-Haw Chow ; Ying-Zong Juang ; Hann-Huei Tsai ; Cheng-Hsiung Wang ; Tsan-An Hsieh

An Unobtrusive System for Heart Rate Monitoring Based on Ballistocardiogram Using Hilbert Transform and Viterbi Decoding
Qingsong Xie ; Yongfu Li ; Guoxing Wang ; Yong Lian

Development and Validation of an EEG-Based Real-Time Emotion Recognition System Using Edge AI Computing Platform With Convolutional Neural Network System-on-Chip Design
Wai-Chi Fang ; Kai-Yen Wang ; Nicolas Fahier ; Yun-Lung Ho ; Yu-De Huang

Dropout and DropConnect for Reliable Neuromorphic Inference Under Communication Constraints in Network Connectivity
Yasufumi Sakai ; Bruno U. Pedroni ; Siddharth Joshi ; Satoshi Tanabe ; Abraham Akinin ; Gert Cauwenberghs

Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity
Amirreza Yousefzadeh ; Mina A. Khoei ; Sahar Hosseini ; Priscila Holanda ; Sam Leroux ; Orlando Moreira ; Jonathan Tapson ; Bart Dhoedt ; Pieter Simoens ; Teresa Serrano-Gotarredona ; Bernabe Linares-Barranco

Neural State Machines for Robust Learning and Control of Neuromorphic Agents
Dongchen Liang ; Raphaela Kreiser ; Carsten Nielsen ; Ning Qiao ; Yulia Sandamirskaya ; Giacomo Indiveri

Incremental Learning of Hand Symbols Using Event-Based Cameras
Iulia Alexandra Lungu ; Shih-Chii Liu ; Tobi Delbruck

Review and Benchmarking of Precision-Scalable Multiply-Accumulate Unit Architectures for Embedded Neural-Network Processing
Vincent Camus ; Linyan Mei ; Christian Enz ; Marian Verhelst

MADS: A Framework for Design and Implementation of Adaptive Digital Predistortion Systems
Lin Li ; Peter Deaville ; Adrian Sapio ; Lauri Anttila ; Mikko Valkama ; Marilyn Wolf ; Shuvra S. Bhattacharyya

EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators
Lukas Cavigelli ; Georg Rutishauser ; Luca Benini

Memory-Reduced Network Stacking for Edge-Level CNN Architecture With Structured Weight Pruning
Seungsik Moon ; Younghoon Byun ; Jongmin Park ; Sunggu Lee ; Youngjoo Lee