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Bibliographic Details
Main Authors:	Yarga, Sidi Yaya Arnaud, Wood, Sean U. N.
Format:	Preprint
Published:	2024
Subjects:	Neural and Evolutionary Computing
Online Access:	https://arxiv.org/abs/2408.05156
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Unsupervised Sparse Coding-based Spiking Neural Network for Real-time Spike Sorting
by: Melot, Alexis, et al.
Published: (2025)

Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing
by: Chen, Xinyi, et al.
Published: (2025)

Sparse Axonal and Dendritic Delays Enable Competitive SNNs for Keyword Classification
by: Bouhadjar, Younes, et al.
Published: (2026)

A Neuromorphic Electronic Nose Design
by: Rastogi, Shavika, et al.
Published: (2024)

A Neuromorphic Implementation of the DBSCAN Algorithm
by: Rizzo, Charles P., et al.
Published: (2024)

Real-Time State Modulation and Acquisition Circuit in Neuromorphic Memristive Systems
by: Wang, Shengbo, et al.
Published: (2024)

Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting
by: Wang, Shuai, et al.
Published: (2024)

Scalable Network Emulation on Analog Neuromorphic Hardware
by: Arnold, Elias, et al.
Published: (2024)

Maximizing Information in Neuron Populations for Neuromorphic Spike Encoding
by: Ferdaoussi, Ahmad El, et al.
Published: (2024)

Neuromorphic circuit for temporal odor encoding in turbulent environments
by: Rastogi, Shavika, et al.
Published: (2024)

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware
by: Schmidt, Hartmut, et al.
Published: (2024)

Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware
by: Chen, Zhenhui, et al.
Published: (2025)

STEMNIST: Spiking Tactile Extended MNIST Neuromorphic Dataset
by: Tripathi, Anubhab, et al.
Published: (2026)

Amortized Inference of Neuron Parameters on Analog Neuromorphic Hardware
by: Kaiser, Jakob, et al.
Published: (2026)

jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic Hardware
by: Müller, Eric, et al.
Published: (2024)

ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers
by: Chen, Zihao, et al.
Published: (2024)

Genetic Motifs as a Blueprint for Mismatch-Tolerant Neuromorphic Computing
by: Boccato, Tommaso, et al.
Published: (2024)

Energy Aware Development of Neuromorphic Implantables: From Metrics to Action
by: Roque, Enrique Barba, et al.
Published: (2025)

Leveraging Non-Equilibrium ECRAM Dynamics for Short-Term Plasticity in Neuromorphic Circuits
by: Currie, Alex, et al.
Published: (2026)

Analysis of Generalized Hebbian Learning Algorithm for Neuromorphic Hardware Using Spinnaker
by: Sharma, Shivani, et al.
Published: (2024)

A Neuromorphic Model of Learning Meaningful Sequences with Long-Term Memory
by: Iyer, Laxmi R., et al.
Published: (2025)

Neuromorphic Control for 3D Navigation in Minecraft Using Genetic Algorithms
by: Zipor, Eric
Published: (2026)

TONUS: Neuromorphic human pose estimation for artistic sound co-creation
by: Lecomte, Jules, et al.
Published: (2025)

More than MACs: Exploring the Role of Neuromorphic Engineering in the Age of LLMs
by: Olin-Ammentorp, Wilkie
Published: (2025)

Finger Force Decoding from Motor Units Activity on Neuromorphic Hardware
by: Baracat, Farah, et al.
Published: (2025)

Short-reach Optical Communications: A Real-world Task for Neuromorphic Hardware
by: Arnold, Elias, et al.
Published: (2024)

Learning Task-Based Trainable Neuromorphic ADCs via Power-Aware Distillation
by: Vol, Tal, et al.
Published: (2024)

Speed-based Filtration and DBSCAN of Event-based Camera Data with Neuromorphic Computing
by: Rizzo, Charles P., et al.
Published: (2024)

The Potential of Combined Learning Strategies to Enhance Energy Efficiency of Spiking Neuromorphic Systems
by: Sichani, Ali Shiri, et al.
Published: (2024)

hxtorch: PyTorch for BrainScaleS-2 -- Perceptrons on Analog Neuromorphic Hardware
by: Spilger, Philipp, et al.
Published: (2020)

Neuromorphic Digital-Twin-based Controller for Indoor Multi-UAV Systems Deployment
by: Ahmadvand, Reza, et al.
Published: (2025)

Astrocyte Regulated Neuromorphic Central Pattern Generator Control of Legged Robotic Locomotion
by: Han, Zhuangyu, et al.
Published: (2023)

Neuromorphic Circuits with Spiking Astrocytes for Increased Energy Efficiency, Fault Tolerance, and Memory Capacitance
by: Yunusoglu, Aybars, et al.
Published: (2025)

Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing
by: Pedersen, Jens E., et al.
Published: (2023)

Neuromorphic Computing - An Overview
by: Jung, Benedikt, et al.
Published: (2025)

SpikeAtConv: An Integrated Spiking-Convolutional Attention Architecture for Energy-Efficient Neuromorphic Vision Processing
by: Liao, Wangdan, et al.
Published: (2024)

Dynamic Heuristic Neuromorphic Solver for the Edge User Allocation Problem with Bayesian Confidence Propagation Neural Network
by: Zhang, Kecheng, et al.
Published: (2026)

Higher-Order Neuromorphic Ising Machines -- Autoencoders and Fowler-Nordheim Annealers are all you need for Scalability
by: Ahsan, Faiek, et al.
Published: (2025)

A Universal Flexible Neuromorphic Tactile System with Multithreshold Strategy
by: Liu, Jialin, et al.
Published: (2024)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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