Introduction to the Special Issue on the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2020)

Teresa Serrano-Gotarredona; Maurizio Valle; Francesco Conti; Hai Li

Libraries of Approximate Circuits: Automated Design and Application in CNN Accelerators

Vojtech Mrazek; Lukas Sekanina; Zdenek Vasicek

EdgeDRNN: Recurrent Neural Network Accelerator for Edge Inference

Chang Gao; Antonio Rios-Navarro; Xi Chen; Shih-Chii Liu; Tobi Delbruck

A Directional Gamma-Ray Spectrometer With Microcontroller-Embedded Machine Learning

Luca Buonanno; Davide Di Vita; Marco Carminati; Carlo Fiorini

Cross-Layer Noise Analysis in Smart Digital Pixel Sensors With Integrated Deep Neural Network

Minah Lee; Mandovi Mukherjee; Edward Lee; Priyabrata Saha; Mohammad Faisal Amir; Taesik Na; Saibal Mukhopadhyay

Deep Neural Oracle With Support Identification in the Compressed Domain

Luciano Prono; Mauro Mangia; Alex Marchioni; Fabio Pareschi; Riccardo Rovatti; Gianluca Setti

On the Distribution of Clique-Based Neural Networks for Edge AI

Benoit Larras; Antoine Frappé

Reconfigurable Smart In-Memory Computing Platform Supporting Logic and Binarized Neural Networks for Low-Power Edge Devices

Tommaso Zanotti; Francesco Maria Puglisi; Paolo Pavan

Siamese Networks for Few-Shot Learning on Edge Embedded Devices

Iulia Alexandra Lungu; Alessandro Aimar; Yuhuang Hu; Tobi Delbruck; Shih-Chii Liu

Digital Multiplier-Less Spiking Neural Network Architecture of Reinforcement Learning in a Context-Dependent Task

Hajar Asgari; Babak Mazloom-Nezhad Maybodi; Raphaela Kreiser; Yulia Sandamirskaya

Online Few-Shot Gesture Learning on a Neuromorphic Processor

Kenneth Stewart; Garrick Orchard; Sumit Bam Shrestha; Emre Neftci

On-Chip Error-Triggered Learning of Multi-Layer Memristive Spiking Neural Networks

Melika Payvand; Mohammed E. Fouda; Fadi Kurdahi; Ahmed M. Eltawil; Emre O. Neftci

Learning to Walk: Bio-Mimetic Hexapod Locomotion via Reinforcement-Based Spiking Central Pattern Generation

Ashwin Sanjay Lele; Yan Fang; Justin Ting; Arijit Raychowdhury

Closed-Loop Spiking Control on a Neuromorphic Processor Implemented on the iCub

Jingyue Zhao; Nicoletta Risi; Marco Monforte; Chiara Bartolozzi; Giacomo Indiveri; Elisa Donati

An Event-by-Event Approach for Velocity Estimation and Object Tracking With an Active Event Camera

Qingpeng Zhu; Jochen Triesch; Bertram E. Shi

Binarization Methods for Motor-Imagery Brain–Computer Interface Classification

Michael Hersche; Luca Benini; Abbas Rahimi

EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System

Yongqiang Ma; Badong Chen; Pengju Ren; Nanning Zheng; Giacomo Indiveri; Elisa Donati

Erratum to “CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays”

Amogh Agrawal; Adarsh Kosta; Sangamesh Kodge; Dong Eun Kim; Kaushik Roy

Introduction to the Special Issue on the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2020)

Teresa Serrano-Gotarredona;Maurizio Valle;Francesco Conti;Hai Li

Libraries of Approximate Circuits: Automated Design and Application in CNN Accelerators

Vojtech Mrazek;Lukas Sekanina;Zdenek Vasicek

EdgeDRNN: Recurrent Neural Network Accelerator for Edge Inference

Chang Gao;Antonio Rios-Navarro;Xi Chen;Shih-Chii Liu;Tobi Delbruck

A Directional Gamma-Ray Spectrometer With Microcontroller-Embedded Machine Learning

Luca Buonanno;Davide Di Vita;Marco Carminati;Carlo Fiorini

Cross-Layer Noise Analysis in Smart Digital Pixel Sensors With Integrated Deep Neural Network

Minah Lee;Mandovi Mukherjee;Edward Lee;Priyabrata Saha;Mohammad Faisal Amir;Taesik Na;Saibal Mukhopadhyay

Deep Neural Oracle With Support Identification in the Compressed Domain

Luciano Prono;Mauro Mangia;Alex Marchioni;Fabio Pareschi;Riccardo Rovatti;Gianluca Setti

On the Distribution of Clique-Based Neural Networks for Edge AI

Benoit Larras;Antoine Frappé

Reconfigurable Smart In-Memory Computing Platform Supporting Logic and Binarized Neural Networks for Low-Power Edge Devices

Tommaso Zanotti;Francesco Maria Puglisi;Paolo Pavan

Siamese Networks for Few-Shot Learning on Edge Embedded Devices

Iulia Alexandra Lungu;Alessandro Aimar;Yuhuang Hu;Tobi Delbruck;Shih-Chii Liu

Digital Multiplier-Less Spiking Neural Network Architecture of Reinforcement Learning in a Context-Dependent Task

Hajar Asgari;Babak Mazloom-Nezhad Maybodi;Raphaela Kreiser;Yulia Sandamirskaya

Online Few-Shot Gesture Learning on a Neuromorphic Processor

Kenneth Stewart;Garrick Orchard;Sumit Bam Shrestha;Emre Neftci

On-Chip Error-Triggered Learning of Multi-Layer Memristive Spiking Neural Networks

Melika Payvand;Mohammed E. Fouda;Fadi Kurdahi;Ahmed M. Eltawil;Emre O. Neftci

Learning to Walk: Bio-Mimetic Hexapod Locomotion via Reinforcement-Based Spiking Central Pattern Generation

Ashwin Sanjay Lele;Yan Fang;Justin Ting;Arijit Raychowdhury

Closed-Loop Spiking Control on a Neuromorphic Processor Implemented on the iCub

Jingyue Zhao;Nicoletta Risi;Marco Monforte;Chiara Bartolozzi;Giacomo Indiveri;Elisa Donati

An Event-by-Event Approach for Velocity Estimation and Object Tracking With an Active Event Camera

Qingpeng Zhu;Jochen Triesch;Bertram E. Shi

Binarization Methods for Motor-Imagery Brain–Computer Interface Classification

Michael Hersche;Luca Benini;Abbas Rahimi

EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System

Yongqiang Ma;Badong Chen;Pengju Ren;Nanning Zheng;Giacomo Indiveri;Elisa Donati

Erratum to “CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays”

Amogh Agrawal;Adarsh Kosta;Sangamesh Kodge;Dong Eun Kim;Kaushik Roy