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