2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)

Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073961 ◽

2020 ◽

Cited By ~ 1

Author(s):

Kenneth Stewart ◽

Garrick Orchard ◽

Sumit Bam Shrestha ◽

Emre Neftci

Keyword(s):

Gradient Descent ◽

Live Demonstration ◽

On Chip

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A Digital Multiplier-less Neuromorphic Model for Learning a Context-Dependent Task

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073881 ◽

2020 ◽

Author(s):

Hajar Asgari ◽

Babak Mazloom-Nezhad Maybodi ◽

Raphaela Kreiser ◽

Yulia Sandamirskaya

Keyword(s):

Context Dependent

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A 35x10 Charge-Trap Synaptic Memory for 57xMatrix Recognition

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073813 ◽

2020 ◽

Author(s):

Eun-Je Park ◽

Jong-Moon Choi ◽

Do-Wan Kwon ◽

Je-Joong Woo ◽

Kee-Won Kwon

Keyword(s):

Charge Trap

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A 1.15-TOPS 6.57-TOPS/W DNN Processor for Multi-Scale Object Detection

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073858 ◽

2020 ◽

Author(s):

Reiya Kawamoto ◽

Masakazu Taichi ◽

Masaya Kabuto ◽

Daisuke Watanabe ◽

Shintaro Izumi ◽

...

Keyword(s):

Object Detection ◽

Multi Scale

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Layerwise Noise Maximisation to Train Low-Energy Deep Neural Networks

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073854 ◽

2020 ◽

Author(s):

Sebastien Henwood ◽

Francois Leduc-Primeau ◽

Yvon Savaria

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Low Energy

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Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073888 ◽

2020 ◽

Author(s):

Marcello Zanghieri ◽

Simone Benatti ◽

Francesco Conti ◽

Alessio Burrello ◽

Luca Benini

Keyword(s):

Temporal Variability ◽

Variability Analysis ◽

Convolutional Networks ◽

Hand Grasp

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Real-time Super Resolution CNN Accelerator with Constant Kernel Size Winograd Convolution

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073972 ◽

2020 ◽

Author(s):

Po-Wei Yen ◽

Yu-Sheng Lin ◽

Chia-Yang Chang ◽

Shao-Yi Chien

Keyword(s):

Real Time ◽

Super Resolution ◽

Kernel Size

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Implementation of a tunable spiking neuron for STDP with memristors in FDSOI 28nm

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073994 ◽

2020 ◽

Author(s):

Luis A. Camunas-Mesa ◽

Bernabe Linares-Barranco ◽

Teresa Serrano-Gotarredona

Keyword(s):

Spiking Neuron

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Tunneling-based CMOS Floating Gate Synapse for Low Power Spike Timing Dependent Plasticity

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073965 ◽

2020 ◽

Author(s):

Michele Mastella ◽

Fabio Toso ◽

Giuseppe Sciortino ◽

Enrico Prati ◽

Giorgio Ferrari

Keyword(s):

Low Power ◽

Spike Timing ◽

Floating Gate ◽

Spike Timing Dependent Plasticity ◽

Dependent Plasticity

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Memory Efficient Training using Lookup-Table-based Quantization for Neural Network

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas48895.2020.9073989 ◽

2020 ◽

Author(s):

Kazuki Onishi ◽

Jaehoon yu ◽

Masanori Hashimoto

Keyword(s):

Neural Network ◽

Lookup Table ◽

Memory Efficient

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2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor

A Digital Multiplier-less Neuromorphic Model for Learning a Context-Dependent Task

A 35x10 Charge-Trap Synaptic Memory for 57xMatrix Recognition

A 1.15-TOPS 6.57-TOPS/W DNN Processor for Multi-Scale Object Detection

Layerwise Noise Maximisation to Train Low-Energy Deep Neural Networks

Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks

Real-time Super Resolution CNN Accelerator with Constant Kernel Size Winograd Convolution

Implementation of a tunable spiking neuron for STDP with memristors in FDSOI 28nm

Tunneling-based CMOS Floating Gate Synapse for Low Power Spike Timing Dependent Plasticity

Memory Efficient Training using Lookup-Table-based Quantization for Neural Network

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2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor

A Digital Multiplier-less Neuromorphic Model for Learning a Context-Dependent Task

A 35x10 Charge-Trap Synaptic Memory for 57xMatrix Recognition

A 1.15-TOPS 6.57-TOPS/W DNN Processor for Multi-Scale Object Detection

Layerwise Noise Maximisation to Train Low-Energy Deep Neural Networks

Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks

Real-time Super Resolution CNN Accelerator with Constant Kernel Size Winograd Convolution

Implementation of a tunable spiking neuron for STDP with memristors in FDSOI 28nm

Tunneling-based CMOS Floating Gate Synapse for Low Power Spike Timing Dependent Plasticity

Memory Efficient Training using Lookup-Table-based Quantization for Neural Network

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)
Latest Publications