Steve Furber | DeepAI

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Featured Co-authors

Chen Li
136 publications
Andrew J. Davison
50 publications
Qian Liu
33 publications
Luigi Nardi
25 publications
Paul H. J. Kelly
21 publications
Wolfgang Maass
20 publications
Sajad Saeedi
16 publications
Chris Eliasmith
15 publications
Mikel Luján
14 publications
Christian Mayr
14 publications
Michael O'Boyle
14 publications

∙ 03/17/2023

Unleashing the Potential of Spiking Neural Networks by Dynamic Confidence

This paper presents a new methodology to alleviate the fundamental trade...

0 Chen Li, et al. ∙

∙ 03/15/2021

The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing

This paper introduces the processing element architecture of the second ...

0 Sebastian Höppner, et al. ∙

∙ 09/18/2020

Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi

We implemented two neural network based benchmark tasks on a prototype c...

7 Yexin Yan, et al. ∙

∙ 12/03/2019

ATIS + SpiNNaker: a Fully Event-based Visual Tracking Demonstration

The Asynchronous Time-based Image Sensor (ATIS) and the Spiking Neural N...

2 Arren Glover, et al. ∙

∙ 04/25/2019

Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ordinary differential equations

Although double-precision floating-point arithmetic currently dominates ...

0 Michael Hopkins, et al. ∙

∙ 04/25/2019

Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ODEs

Although double-precision floating-point arithmetic currently dominates ...

0 Michael Hopkins, et al. ∙

∙ 03/21/2019

Dynamic Power Management for Neuromorphic Many-Core Systems

This work presents a dynamic power management architecture for neuromorp...

8 Sebastian Hoeppner, et al. ∙

∙ 03/20/2019

Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype

Advances in neuroscience uncover the mechanisms employed by the brain to...

8 Yexin Yan, et al. ∙

∙ 08/21/2018

SLAMBench2: Multi-Objective Head-to-Head Benchmarking for Visual SLAM

SLAM is becoming a key component of robotics and augmented reality (AR) ...

0 Bruno Bodin, et al. ∙

∙ 08/20/2018

Navigating the Landscape for Real-time Localisation and Mapping for Robotics and Virtual and Augmented Reality

Visual understanding of 3D environments in real-time, at low power, is a...

4 Sajad Saeedi, et al. ∙

∙ 03/31/2017

Noisy Softplus: an activation function that enables SNNs to be trained as ANNs

We extended the work of proposed activation function, Noisy Softplus, to...

0 Qian Liu, et al. ∙

∙ 12/24/2016

Application-aware Retiming of Accelerators: A High-level Data-driven Approach

Flexibility at hardware level is the main driving force behind adaptive ...

0 Ana Lava, et al. ∙

∙ 10/08/2014

Introducing SLAMBench, a performance and accuracy benchmarking methodology for SLAM

Real-time dense computer vision and SLAM offer great potential for a new...

0 Luigi Nardi, et al. ∙