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Paper Citation Record · LEDGER

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots

As of 10 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2501.19072.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.19072 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:31:20.007439Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

  • verified exact1
  • verified fuzzy39
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0358df1d-d89e-440e-91ae-58a2212c26b3 · outbound

This paper cites Deep- reinforcement-learning-based gait pattern controller on an uneven ter- rain for humanoid robots,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Deep- reinforcement-learning-based gait pattern controller on an uneven ter- rain for humanoid robots,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.521901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.850305Z digest=sha256:c7a242598ba44df8bdf89a0b3e48d678b5d2ecea142a79e44fe3d006d42ae3df

Observation 1688d644-36e3-4d73-8a3b-d12171aceb14 · outbound

This paper cites A review on gait generation of the biped robot on various terrains,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots A review on gait generation of the biped robot on various terrains,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.510494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.854597Z digest=sha256:ca2b0a25a9e0c918e6cfc67fdd783464eefcc7f8230cbc6b7d7601eb3df81d78

Observation db7e58dd-36f6-469d-9e31-5881e1a1c3d6 · outbound

This paper cites A novel pneumatic soft snake robot using traveling-wave locomotion in constrained environments,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots A novel pneumatic soft snake robot using traveling-wave locomotion in constrained environments,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.499218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.858306Z digest=sha256:253f8dedd39aaa10c409c098767e7b67f06e4569a37012ee9ed7bcb6e2c49cca

Observation 153b07b3-fb19-4d5f-9113-94c274051973 · outbound

This paper cites Snake robots for surgical applications: A review,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Snake robots for surgical applications: A review,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.488623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.862019Z digest=sha256:9a4e8996ed65cd57d7db5cd63ccc8c78598a5a1817f007856b7aa95a7d39c19f

Observation 60ef8eb3-7007-43f5-a35a-ecdbe957599e · outbound

This paper cites Review of snake robots in constrained en- vironments,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Review of snake robots in constrained en- vironments,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.477383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.865630Z digest=sha256:ddf3d6f92371e3d8139a926e798cc482c9da4cb9635ad37cd8d7537a4953be96

Observation 6132572b-14e1-488d-b6ab-4795b3506c39 · outbound

This paper cites Soft robots,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Soft robots,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.466348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.869401Z digest=sha256:94b67e943455199d6bdda48e547024cce43038836d82470606810ac209698f63

Observation c6d2e135-19b7-4ff5-b2ec-0d9fcd63b8c2 · outbound

This paper cites Developments and trend maps for soft continuum manipulators and soft snake robots,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Developments and trend maps for soft continuum manipulators and soft snake robots,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.454703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.873086Z digest=sha256:b788cde77aa4546bfdb51d3001f4d6f3fb8a91dfa2b76510b057d7f2e798a345

Observation 214f1c16-73f1-4d1e-90b6-74436ef2e92f · outbound

This paper cites Analysis of snake movement forms for realization of snake- like robots,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Analysis of snake movement forms for realization of snake- like robots,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.443762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.876740Z digest=sha256:3e8abdbce33cccd3b2fd8cf770fb456f5ea44cb3093df51fca02c3d4195125a1

Observation a3f25436-9c01-498e-bdf1-3e5d163902df · outbound

This paper cites Adaptive path following controller of a multijoint snake robot based on the improved serpenoid curve,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Adaptive path following controller of a multijoint snake robot based on the improved serpenoid curve,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.431717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.880098Z digest=sha256:0a41d3feab7e8f72bde3da75c90ade8a60aabbac03117fd838dbf1e017bb6211

Observation 7dd9d655-062a-403c-a5f0-e2c9d140dd08 · outbound

This paper cites Soft robotic snake locomotion: Modeling and experimental assessment,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Soft robotic snake locomotion: Modeling and experimental assessment,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.419163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.883368Z digest=sha256:633296b10511eb896fcf0e706a4b3628370e98bb9c857966ba7cd5711e41a636

Observation 6e971c65-b9a8-423b-aac3-44b38e6d5cd7 · outbound

This paper cites A multigait continuous flexible snake robot for locomotion in complex terrain,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots A multigait continuous flexible snake robot for locomotion in complex terrain,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.407503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.886913Z digest=sha256:73282e5bf63e0d8fa4eddc960b8a74acf27a8fa4867d4666bfa7b95c97c44584

Observation e0ec7dc3-a7f2-4c6d-a475-78974b021d45 · outbound

This paper cites Central pattern generators for locomotion control in animals and robots: a review,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Central pattern generators for locomotion control in animals and robots: a review,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.396203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.890619Z digest=sha256:23ff3cb5a82ac66391d693519e47a125323a420a31941b1653a4c5f3eac5e311

Observation 5a90fe3f-a218-40ef-8c5e-75c71f88ec7b · outbound

This paper cites Cpg-based control of serpentine locomotion of a snake-like robot,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Cpg-based control of serpentine locomotion of a snake-like robot,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.385756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.893853Z digest=sha256:ce8451e3257d9b71dde4c35b0ee2db962f90694d83507e6bcc8f60d48fede89e

Observation 8fc0a014-dc42-4c15-a7d7-7abcdc34dfa9 · outbound

This paper cites A coach-based bayesian reinforcement learning method for snake robot control,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots A coach-based bayesian reinforcement learning method for snake robot control,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.375928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.897095Z digest=sha256:c3c10506152a92b53b6c7d3c905cf5df36ae597c78d7cc5ae8a3cb34fa0900a5

Observation 1ee11d71-4883-4a46-94e8-e4081da93ee6 · outbound

This paper cites An energy-saving snake locomotion pattern learned in a physically constrained environment with online model-based policy gradient method,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots An energy-saving snake locomotion pattern learned in a physically constrained environment with online model-based policy gradient method,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.365809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.900218Z digest=sha256:ddbb9324a89dcc4af91f4ebe42889c84a2ffa8067c64c96e073fe3f3e9026a3f

Observation cac611f5-4444-4ec4-af81-0a823507bbd5 · outbound

This paper cites Simulation to real: learning energy-efficient slithering gaits for a snake-like robot,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Simulation to real: learning energy-efficient slithering gaits for a snake-like robot,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.355044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.903453Z digest=sha256:98bcd04b2d25804fd91ebf407f56fbe5f00f4a707ba4a05df41381b2b96467fc

Observation 008e1cab-2a21-42af-8553-5e62963a3ec6 · outbound

This paper cites Deep reinforcement learning for snake robot locomotion,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Deep reinforcement learning for snake robot locomotion,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.344743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.906591Z digest=sha256:33ca1bacc6cffa66ec6ac5d3a38e065032784e43f464b5a5b0abb309189f8f31

Observation f324307e-c9f3-438f-902e-8a8c32189ad3 · outbound

This paper cites Reinforce- ment learning of serpentine locomotion for a snake robot,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Reinforce- ment learning of serpentine locomotion for a snake robot,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.334456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.909718Z digest=sha256:5993c587bbcd21e012d89bdebf2a91f3c040ab3bdc7c2eb585cf3e52a0e4f8f5

Observation 02ec55f9-341f-40ca-8440-4627154f9669 · outbound

This paper cites Reinforcement learning of cpg- regulated locomotion controller for a soft snake robot,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Reinforcement learning of cpg- regulated locomotion controller for a soft snake robot,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.323876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.912992Z digest=sha256:b80fec9c81290d70e0ee84360f10729b23590f7a19b6d68540ebc53a396058bb

Observation 05ecd36c-e69d-431e-8d42-3001406c2217 · outbound

This paper cites Cpg-rl: Learning central pattern generators for quadruped locomotion,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Cpg-rl: Learning central pattern generators for quadruped locomotion,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.313517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.916376Z digest=sha256:b2b3b1928c0e891bb472c321a541319676335d68e3cbf03e88c0566b58b881fe

Observation 1dee5fd6-0078-4d84-ac3a-0bdfb8cea7d6 · outbound

This paper cites Manyquadrupeds: Learn- ing a single locomotion policy for diverse quadruped robots,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Manyquadrupeds: Learn- ing a single locomotion policy for diverse quadruped robots,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.301925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.919654Z digest=sha256:d00ff179f108491f252f7ed7d3427c446a86de711660255b35a68902ebe0735b

Observation cd387f49-0f4f-426d-8994-4e0309f4236c · outbound

This paper cites Motor control: Snake neurons speed up,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Motor control: Snake neurons speed up,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.291753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.922923Z digest=sha256:35c38d0a79c3ec42a23443610eff4a12b85533f75ca1c9ef0ef5f71f1d3f8716

Observation f1140971-22df-47c6-ade5-ba8c0ac4cb6e · outbound

This paper cites Opportunities for neuromorphic computing algorithms and applications,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Opportunities for neuromorphic computing algorithms and applications,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.281533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.926182Z digest=sha256:8dee5bdbc570ec69f2438defd848d5f0ef09d453d7a9f1f2ded2700716951330

Observation 1d604fde-bfae-41e9-9bd2-7f895e859028 · outbound

This paper cites A cerebellar-based solution to the nondeterministic time delay problem in robotic control,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots A cerebellar-based solution to the nondeterministic time delay problem in robotic control,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.270842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.929605Z digest=sha256:7c78e1212c78b5a7c748469d5e5f50680913da84f92ff5267d75748cb227cd57

Observation 2ceb3ee2-574f-4cef-be8a-24bc64970620 · outbound

This paper cites OpenAI Gym.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots OpenAI Gym

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-09T21:31:19.933067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:31:19.933067Z digest=sha256:530bc2e6f1c12ee0639ad39b092c3390ee78f2200ee515188e113a2fd000a5ce

Observation 1046a792-804a-4f1a-abe8-a6807937f619 · outbound

This paper cites Deep Reinforcement Learning with Spiking Q-learning.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Deep Reinforcement Learning with Spiking Q-learning

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-09T21:31:19.936732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:31:19.936732Z digest=sha256:85be6f76dd7d064662bab797417d6e6d5ed2400bbf9814a94def550495bf7b27

Observation 42f47820-db71-46ad-b863-57bc3b75f92e · outbound

This paper cites Porting deep spiking q-networks to neuromorphic chip loihi,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Porting deep spiking q-networks to neuromorphic chip loihi,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.259859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.940608Z digest=sha256:bb7d20fa67f9e6db4b4295b9d79fe6ec83e94ec7007766c6ba603d13ff8b6546

Observation 651af1b0-90be-4535-807e-7d27af00de9a · outbound

This paper cites Deep reinforcement learning with population-coded spiking neural network for continuous control,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Deep reinforcement learning with population-coded spiking neural network for continuous control,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-09T21:31:19.944292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:31:19.944292Z digest=sha256:a44d7f275795a3952737e89c5fd2cb9e2228802102f973a3a7ddc56ffc87a000

Observation 28707ca5-3490-4a64-8632-cd5437084911 · outbound

This paper cites Fully spiking actor network with intralayer connections for reinforcement learning,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Fully spiking actor network with intralayer connections for reinforcement learning,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.242693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.947730Z digest=sha256:76471210ac5af9159e03ab17d9d3f6861f59d2bc1c487bb04916b5feae3788e8

Observation e5c79060-7cad-42d5-9139-9ce6906d4cac · outbound

This paper cites End to end learning of spiking neural network based on r- stdp for a lane keeping vehicle,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots End to end learning of spiking neural network based on r- stdp for a lane keeping vehicle,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.232375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.951284Z digest=sha256:a4d7199a1f62d7c9b0a85d5ec06ae71ad2fcfb5711610fa34f3ef7b1631d6f4a

Observation de24dad3-0f53-4595-9df8-3d0e55369ae6 · outbound

This paper cites Spiking neural-networks-based data-driven con- trol,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Spiking neural-networks-based data-driven con- trol,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.221745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.954737Z digest=sha256:2d4695477c95c8106eda738a4248a8dccbfa4e2a6ee1b9704957532813505ebd

Observation cb449dc3-c2d9-4d8b-a84c-ff957aa644c8 · outbound

This paper cites Target tracking control of a wheel-less snake robot based on a supervised multi-layered snn,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Target tracking control of a wheel-less snake robot based on a supervised multi-layered snn,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.212346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.958359Z digest=sha256:a8c19484031f5a455cbe1a103975c49cbd67a858c66e9ebcc63cd4d4520814db

Observation d54f8d35-55a7-46dc-bf68-ea435f512a73 · outbound

This paper cites Biologically inspired dynamic thresholds for spiking neural net- works,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Biologically inspired dynamic thresholds for spiking neural net- works,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.202428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.961947Z digest=sha256:9282b8572188674d420efb46632ddcb1dd32d578644986bf58fe87f33d7484ab

Observation 02b90c7c-89ac-44a4-a2b0-f15ff5113e0b · outbound

This paper cites Low latency and sparse computing spiking neural networks with self-driven adaptive threshold plasticity,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Low latency and sparse computing spiking neural networks with self-driven adaptive threshold plasticity,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.191163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.965470Z digest=sha256:2e63817661984a31ad4ba51031c7bd09b77e8aa93cd3b1d1ba68029764245516

Observation 7f118792-525d-459a-88f0-d22f17075d70 · outbound

This paper cites Construct- ing accurate and efficient deep spiking neural networks with double- threshold and augmented schemes,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Construct- ing accurate and efficient deep spiking neural networks with double- threshold and augmented schemes,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.180586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.969078Z digest=sha256:04fdcced09705abcb387bbbd74b4612cbdf84f592a2fe9bc5e4dcb280ecdb3f2

Observation d448bbe6-6470-4e14-b11a-160c4fdb1d05 · outbound

This paper cites A cpg system based on spiking neurons for hexapod robot locomotion,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots A cpg system based on spiking neurons for hexapod robot locomotion,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.169843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.972707Z digest=sha256:0c47e1d04bf04e6090cc00269611870dfe123c4f8c4cbc75ed37cd920aef36cc

Observation edcf2544-d7cb-4bb4-b68b-d8dd2a93709a · outbound

This paper cites Combining spiking motor primitives with a behaviour-based architecture to model locomotion for six-legged robots,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Combining spiking motor primitives with a behaviour-based architecture to model locomotion for six-legged robots,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.157525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.975956Z digest=sha256:d29e2bad8fbe18223c2bb2934ddaae79f1fe8c9b7c50376a1d36e6f10630319d

Observation 3ffdaad4-0850-40fd-991a-9ba20919a734 · outbound

This paper cites Locomotion control of robotic fish with a hierarchical framework combining spiking neural networks and cpgs,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Locomotion control of robotic fish with a hierarchical framework combining spiking neural networks and cpgs,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.145484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.979324Z digest=sha256:7b8b99b2e47526b04070c417863c1eea433f245f4022cf341c237e41674dcdd8

Observation 5580c9a7-7aea-4158-b9fb-b5bbd821a602 · outbound

This paper cites Learning to walk: Bio-mimetic hexapod locomotion via reinforcement-based spiking central pattern generation,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Learning to walk: Bio-mimetic hexapod locomotion via reinforcement-based spiking central pattern generation,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.134364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.982644Z digest=sha256:33eb9188337fae8f38d6c64dcce962ad98394e7168cb05010a7f0c6ca68fba12

Observation fffbc72d-d5d7-4f6a-9cc2-b924fa82e017 · outbound

This paper cites An end-to-end spik- ing neural network platform for edge robotics: From event-cameras to central pattern generation,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots An end-to-end spik- ing neural network platform for edge robotics: From event-cameras to central pattern generation,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.123402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.986021Z digest=sha256:91ae41fb2ee5c0e79e3fdffe78b6af65b21e459fa79ada466708b1ca3eecc323

Observation 22d1e80c-1f6d-44c8-9f31-b17de24c5a99 · outbound

This paper cites Spiking neural networks and their applications: A review,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Spiking neural networks and their applications: A review,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.112781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.989486Z digest=sha256:0ba6c76a0bba70b5b994cf6e638c1a067701c60c171f516344a4feb545e39499

Observation 96f421ea-8fe4-4a0b-aa08-b7e80979f873 · outbound

This paper cites Fully Spiking Neural Network for Legged Robots.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Fully Spiking Neural Network for Legged Robots

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-09T21:31:20.062935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.992766Z digest=sha256:16fede1f00176374ea1dad5750e391d7421fac58d5cd075a326657789a133980

Observation 9d469d57-36a2-4f98-be44-4768d2389240 · outbound

This paper cites Toward brain-inspired learning with the neuromorphic snake-like robot and the neurorobotic platform,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Toward brain-inspired learning with the neuromorphic snake-like robot and the neurorobotic platform,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:31:20.101702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T21:31:19.996543Z digest=sha256:865d6208c66a5867e47cade9d6decf48447f20303ccb1816d3333348e45c7d62

Observation 7a6be4fb-b78d-4ef1-9c27-2ec4799c37d4 · outbound

This paper cites Spatio-temporal backpropagation for training high-performance spiking neural networks,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Spatio-temporal backpropagation for training high-performance spiking neural networks,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-09T21:31:20.000420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:31:20.000420Z digest=sha256:35e9b58a0ed64a1c17be3ee10e530172397ab9bda8392c68a588a50e9442c08f

Observation 21510d6d-e335-478f-af18-17d94e38b2cf · outbound

This paper cites Modeling and simulation of complex dynamic musculoskeletal architectures,.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Modeling and simulation of complex dynamic musculoskeletal architectures,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-09T21:31:20.003881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:31:20.003881Z digest=sha256:addb43b96ca7d36135bc0c32bfe617e902a1a0fbfd947f322ff3a92d7519a88c

Observation fb9e0a3c-5dda-4eb5-bb8d-ec430955811a · outbound

This paper cites Proximal Policy Optimization Algorithms.

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots Proximal Policy Optimization Algorithms

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-09T21:31:20.007439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:31:20.007439Z digest=sha256:7138ee907eb4265a69863485c271e25f07df32c49198a328c741ad318ace7584

Pith citing papers

No inbound Pith citation observations are available.