A scalable multi-core architecture with heterogeneous memory structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs)

14 August 2017

Papers citing "A scalable multi-core architecture with heterogeneous memory structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs)"

50 / 59 papers shown

Title
A Realistic Simulation Framework for Analog/Digital Neuromorphic Architectures Fernando M. Quintana Maryada Pedro L. Galindo Elisa Donati Giacomo Indiveri Fernando Perez-Peña 31 0 0 23 Sep 2024
Adaptive Robotic Arm Control with a Spiking Recurrent Neural Network on a Digital Accelerator Alejandro Linares-Barranco Luciano Prono Robert Legenstein Giacomo Indiveri Charlotte Frenkel 21 1 0 21 May 2024
SpikeExplorer: hardware-oriented Design Space Exploration for Spiking Neural Networks on FPGA Dario Padovano Alessio Carpegna Alessandro Savino S. Di Carlo 42 1 0 04 Apr 2024
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing Jens Egholm Pedersen Steven Abreu Matthias Jobst Gregor Lenz Vittorio Fra ... Gianvito Urgese Sadasivan Shankar Terrence C. Stewart Jason Eshraghian Sadique Sheik 29 30 0 24 Nov 2023
WaLiN-GUI: a graphical and auditory tool for neuron-based encoding Simon F. Müller-Cleve Fernando M. Quintana Vittorio Fra Pedro L. Galindo Fernando Perez-Peña Gianvito Urgese Chiara Bartolozzi 22 0 0 25 Oct 2023
Spike-based Neuromorphic Computing for Next-Generation Computer Vision Md. Sakib Hasan Catherine D. Schuman Zhongyang Zhang Tauhidur Rahman Garrett S. Rose 33 0 0 15 Oct 2023
Sparse-firing regularization methods for spiking neural networks with time-to-first spike coding Yusuke Sakemi Kakei Yamamoto T. Hosomi Kazuyuki Aihara 40 7 0 24 Jul 2023
Agilicious: Open-Source and Open-Hardware Agile Quadrotor for Vision-Based Flight Philipp Foehn Elia Kaufmann Angel Romero Robert Pěnička Sihao Sun ... T. Laengle Giovanni Cioffi Yunlong Song Antonio Loquercio Davide Scaramuzza 32 105 0 12 Jul 2023
From Clean Room to Machine Room: Commissioning of the First-Generation BrainScaleS Wafer-Scale Neuromorphic System H. Schmidt José Montes Andreas Grübl Maurice Güttler D. Husmann ... Christian Mauch Eric Müller Lars Sterzenbach Johannes Schemmel Sebastian Schmitt 24 2 0 22 Mar 2023
Gradient-descent hardware-aware training and deployment for mixed-signal Neuromorphic processors Uğurcan Cakal Maryada Chenxi Wu I. Ulusoy Dylan R. Muir 20 6 0 14 Mar 2023
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons Mattias Nilsson Tony Pina Lyes Khacef F. Liwicki Elisabetta Chicca Fredrik Sandin 35 3 0 24 Jan 2023
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks Thomas Nowotny J. Turner James C. Knight 24 15 0 02 Dec 2022
In the realm of hybrid Brain: Human Brain and AI Hoda Fares Margherita Ronchini M. Zamani H. Farkhani F. Moradi 31 5 0 04 Oct 2022
Context-sensitive neocortical neurons transform the effectiveness and efficiency of neural information processing Ahsan Adeel Mario Franco Mohsin Raza K. Ahmed 25 9 0 15 Jul 2022
Sparse Compressed Spiking Neural Network Accelerator for Object Detection Hong-Han Lien Tian-Sheuan Chang 19 25 0 02 May 2022
Organic log-domain integrator synapse Mohammad Javad Mirshojaeian Hosseini Elisa Donati Giacomo Indiveri Robert A. Nawrocki 16 6 0 23 Mar 2022
Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions A. Basu Charlotte Frenkel Lei Deng Xueyong Zhang 43 64 0 14 Mar 2022
A hardware-software co-design approach to minimize the use of memory resources in multi-core neuromorphic processors Vanessa R. C. Leite Zhe Su A. Whatley Giacomo Indiveri 14 0 0 01 Mar 2022
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants A. Paul Md. Abu Saleh Tajin Anup Das W. Mongan K. Dandekar 27 11 0 21 Feb 2022
Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks Filippo Moro E. Esmanhotto T. Hirtzlin N. Castellani A. Trabelsi ... S. Brivio S. Spiga Giacomo Indiveri Melika Payvand Elisa Vianello 6 9 0 10 Feb 2022
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity Christian Pehle Sebastian Billaudelle Benjamin Cramer Jakob Kaiser Korbinian Schreiber Yannik Stradmann Johannes Weis Aron Leibfried Eric Müller Johannes Schemmel 19 127 0 26 Jan 2022
POPPINS : A Population-Based Digital Spiking Neuromorphic Processor with Integer Quadratic Integrate-and-Fire Neurons Zuo-Wei Yeh Chia-Hua Hsu Alexander White Chen-Fu Yeh Wen-Chieh Wu Cheng-Te Wang C. Lo K. Tang 19 10 0 19 Jan 2022
Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing M. L. Varshika Adarsha Balaji Federico Corradi Anup Das J. Stuijt F. Catthoor 27 24 0 23 Nov 2021
Design Technology Co-Optimization for Neuromorphic Computing Ankita Paul Shihao Song Anup Das 35 6 0 15 Oct 2021
Adversarial Attacks on Spiking Convolutional Neural Networks for Event-based Vision Julian Buchel Gregor Lenz Yalun Hu Sadique Sheik M. Sorbaro AAML 25 14 0 06 Oct 2021
A Design Flow for Mapping Spiking Neural Networks to Many-Core Neuromorphic Hardware Shihao Song M. L. Varshika Anup Das Nagarajan Kandasamy 13 27 0 27 Aug 2021
DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware Shihao Song Harry Chong Adarsha Balaji Anup Das J. Shackleford Nagarajan Kandasamy 18 28 0 04 Aug 2021
Improving Inference Lifetime of Neuromorphic Systems via Intelligent Synapse Mapping Shihao Song Twisha Titirsha Anup Das 16 13 0 16 Jun 2021
Dynamic Reliability Management in Neuromorphic Computing Shihao Song Jui Hanamshet Adarsha Balaji Anup Das J. Krichmar N. Dutt Nagarajan Kandasamy F. Catthoor 20 23 0 05 May 2021
Brain-inspired computing: We need a master plan A. Mehonic A. Kenyon 12 350 0 29 Apr 2021
Instantaneous Stereo Depth Estimation of Real-World Stimuli with a Neuromorphic Stereo-Vision Setup Nicoletta Risi Enrico Calabrese G. Indiveri 3DV 16 8 0 06 Apr 2021
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System Yannik Stradmann Sebastian Billaudelle O. Breitwieser F. Ebert Arne Emmel ... Joscha Ilmberger Eric Müller Philipp Spilger Johannes Weis Johannes Schemmel 30 12 0 29 Mar 2021
On the Role of System Software in Energy Management of Neuromorphic Computing Twisha Titirsha Shihao Song Adarsha Balaji Anup Das 32 24 0 22 Mar 2021
Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware Twisha Titirsha Shihao Song Anup Das J. Krichmar N. Dutt Nagarajan Kandasamy F. Catthoor 22 40 0 09 Mar 2021
A Case for 3D Integrated System Design for Neuromorphic Computing & AI Applications Eren Kurshan H. Li Mingoo Seok Yuan Xie 29 4 0 02 Mar 2021
A Spiking Central Pattern Generator for the control of a simulated lamprey robot running on SpiNNaker and Loihi neuromorphic boards Emmanouil Angelidis Emanuel Buchholz Jonathan Arreguit A. Rougé T. Stewart Axel Von Arnim Alois C. Knoll A. Ijspeert 35 28 0 18 Jan 2021
Brain-Inspired Learning on Neuromorphic Substrates Friedemann Zenke Emre Neftci 38 87 0 22 Oct 2020
Thermal-Aware Compilation of Spiking Neural Networks to Neuromorphic Hardware Twisha Titirsha Anup Das 27 21 0 09 Oct 2020
Reliability-Performance Trade-offs in Neuromorphic Computing Twisha Titirsha Anup Das 13 20 0 26 Sep 2020
An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG M. Sharifshazileh K. Burelo J. Sarnthein Giacomo Indiveri 32 91 0 23 Sep 2020
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition Adarsha Balaji Shihao Song Anup Das J. Krichmar N. Dutt J. Shackleford Nagarajan Kandasamy F. Catthoor 30 26 0 19 Sep 2020
Event-Based Backpropagation can compute Exact Gradients for Spiking Neural Networks Timo C. Wunderlich Christian Pehle 17 117 0 17 Sep 2020
Visual Pattern Recognition with on On-chip Learning: towards a Fully Neuromorphic Approach Sandro Baumgartner Alpha Renner Raphaela Kreiser Dongchen Liang Giacomo Indiveri Yulia Sandamirskaya 9 6 0 08 Aug 2020
Spiking neuromorphic chip learns entangled quantum states Stefanie Czischek A. Baumbach Sebastian Billaudelle Benjamin Cramer Lukas Kades ... M. Oberthaler Johannes Schemmel Mihai A. Petrovici T. Gasenzer M. Gärttner 31 12 0 03 Aug 2020
A Case for Lifetime Reliability-Aware Neuromorphic Computing Shihao Song Anup Das 11 30 0 04 Jul 2020
Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware Adarsha Balaji T. Marty Anup Das F. Catthoor 19 24 0 11 Jun 2020
Improving Dependability of Neuromorphic Computing With Non-Volatile Memory Shihao Song Anup Das Nagarajan Kandasamy 25 27 0 10 Jun 2020
A 28-nm Convolutional Neuromorphic Processor Enabling Online Learning with Spike-Based Retinas Charlotte Frenkel J. Legat D. Bol 19 42 0 13 May 2020
Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System Andreas Grübl Sebastian Billaudelle Benjamin Cramer V. Karasenko Johannes Schemmel 24 33 0 25 Mar 2020
Structural plasticity on an accelerated analog neuromorphic hardware system Sebastian Billaudelle Benjamin Cramer Mihai A. Petrovici Korbinian Schreiber David Kappel Johannes Schemmel K. Meier 21 21 0 27 Dec 2019